{
 "cells": [
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "# Location and the deviation survey"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "Most wells are vertical, but many are not. All modern wells have a deviation survey, which is converted into a position log, giving the 3D position of the well in space. \n",
    "\n",
    "`welly` has a simple way to add a position log in a specific format, and computes a position log from it. You can use the position log to convert between MD and TVD. \n",
    "\n",
    "First, version check."
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 1,
   "metadata": {},
   "outputs": [
    {
     "data": {
      "text/plain": [
       "'0.4.10.dev42+g3af8468.d20220207'"
      ]
     },
     "execution_count": 1,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "import welly\n",
    "welly.__version__"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "## Adding deviation to an existing well\n",
    "\n",
    "First we'll read a LAS and instantiate a well `w`"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 2,
   "metadata": {},
   "outputs": [
    {
     "data": {
      "text/html": [
       "<table><tr><th style=\"text-align:center;\" colspan=\"2\">ELMWORTH 100/N-14-A/11-E-O5<br><small>100/N14A/11E05</small></th></tr><tr><td><strong>crs</strong></td><td>CRS({})</td></tr><tr><td><strong>location</strong></td><td>100/N-14-A/11-E-O5</td></tr><tr><td><strong>province</strong></td><td>NOVA SCOTIA</td></tr><tr><td><strong>ekb</strong></td><td>73.22</td></tr><tr><td><strong>egl</strong></td><td>68.54</td></tr><tr><td><strong>tdd</strong></td><td>2618.3</td></tr><tr><td><strong>tdl</strong></td><td>2609.2</td></tr><tr><td><strong>td</strong></td><td>None</td></tr><tr><td><strong>data</strong></td><td>CALI, DPHI_DOL, DPHI_LIM, DPHI_SAN, DRHO, DT, GR, M2R1, M2R2, M2R3, M2R6, M2R9, NPHI_DOL, NPHI_LIM, NPHI_SAN, PEF, RHOB, SP</td></tr></table>"
      ],
      "text/plain": [
       "Well(uwi: '100/N14A/11E05', name: 'ELMWORTH 100/N-14-A/11-E-O5', 18 curves: ['CALI', 'DT', 'NPHI_SAN', 'NPHI_LIM', 'NPHI_DOL', 'DPHI_LIM', 'DPHI_SAN', 'DPHI_DOL', 'M2R9', 'M2R6', 'M2R3', 'M2R2', 'M2R1', 'GR', 'SP', 'PEF', 'DRHO', 'RHOB'])"
      ]
     },
     "execution_count": 2,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "from welly import Well\n",
    "\n",
    "w = Well.from_las(\"data/P-130_out.LAS\")\n",
    "w"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 3,
   "metadata": {},
   "outputs": [
    {
     "data": {
      "image/png": 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fHqmpqdiyZUuO681/9NFHOHjwIAYOHIgRI0agZ8+eEAQBGzZswHfffYcePXpgwoQJ+cYQEhKCESNG4PPPP8ehQ4fQtGlTu2J3lIMHDyI6Otq61vjp06fxxx9/AAB69eplnfJ8+vTpeOyxx/DKK6/gmWeewZEjRzB16lSMHDnSJtE6adIktGrVyvq8REdHY8yYMRgwYID12tatWwe1Wo2uXbvaFeOUKVMQFRWF2NhYu0dmr1+/HmlpaThx4gQAYNu2bYiLi4Onp6e1M0GrVq2ynTdnzhxoNBp06tQpz/IXLlwIo9GIt99+O8eYnn32WXz66ae4fPky9u/fn+v1btu2DXfv3sXt27cBmNvDy8sLADBgwADrcadPn8bp06cBABkZGbh69aq1nTp27Ijg4OD8nhLExcVh79692baHhITkmpS3eOGFF7B7926MGjUKx44dQ//+/eHu7o4dO3bg888/R1RUFL755hvr8YsXL8bq1avRq1cvhIeHIzY2FrNmzcLhw4ftfn0SERERERERPYjJeSIiIiIiokLKOs15Vnfv3rVOqQ3AusZ3Vp6enkhNTS1S/d7e3mjcuDEOHjxoM6U9AOtI+gsXLthMaW+hUqmwZs0a/PTTT5gzZw5++uknAEDdunXxxRdf4NVXX7XpYJCX9957Dz/99BMmT56M1atXF+maCur777+3Wat9+fLlWL58OQDgypUr1qRtr1698Mcff+Djjz/GnDlzULFiRYwfPx4ffPCBTXmNGjXCP//8g/feew+PPvoofH19MWzYMEyfPt16zKpVq9C9e3e4ubnZFWOdOnUwdOhQzJkzx+7reu2113D16lXr40mTJgEwLyuQ19rp9po7dy4iIyNz/N0AzOu3f/LJJ5g3bx7Onj2b6/VOnDgR27Ztsz6eNWsWZs2aBQCQZdm63TK7gsXWrVuxdetWAMCWLVvy7UwAABs3bsTGjRuzbR8xYgS+//77fM//7bff0KVLF/z44494+umnYTAYEBkZibFjx2L06NHWjhyAeYmBO3fuYMyYMYiPj4enpyeaNWuGDRs2oHv37vnWRURERERERJQTQc76aZmIiIiIiIiIcqXX6xEcHIxZs2ZhyJAhrg7H6crb9RIRERERERE5E5PzRERERERERERERERERERETia6OgAiIiIiIiIiIiIiIiIiIqKyjsl5IiIiIiIiIiIiIiIiIiIiJ2NynoiIiIiIiIiIiIiIiIiIyMmYnCciIiIiIiIiIiIiIiIiInIyJueJiIiIiIiIiIiIiIiIiIicjMl5IiIiIiIiIiIiIiIiIiIiJ2NynoiIiIiIiIiIiIiIiIiIyMmYnCciIiIiIiIiIiIiIiIiInIyJueJiIiIiIiIiIiIiIiIiIicjMl5IiIiIiIiIiIiIiIiIiIiJ2NynoiIiIiIiIiIiIiIiIiIyMmYnCciIiIiIiIiIiIiIiIiInIyJueJiIiIiIiIiIiIiIiIiIicjMl5IiIiIiIiIiIiIiIiIiIiJ2NynoiIiIiIiIiIiIiIiIiIyMmYnCciIiIiIiIiIiIiIiIiInIyJueJiIiIiIiIiIiIiIiIiIicjMl5IiIiIiIiIiIiIiIiIiIiJ2NynoiIiIiIiIiIiIiIiIiIyMmYnCciIiIiIiIiIiIiIiIiInIyJueJiIiIiIiIiIiIiIiIiIicjMl5IiIiIiIiIiIiIiIiIiIiJ2NynoiIiIiIiIiIiIiIiIiIyMmYnCciIiIiIiIiIiIiIiIiInIyJueJiIiIiIiIiIiIiIiIiIicjMl5IiIiIiIiIiIiIiIiIiIiJ2NynoiIiIiIiIiIiIiIiIiIyMmYnCciIiIiIiIiIiIiIiIiInIyJueJiIiIiIiIiIiIiIiIiIicjMl5IiIiIiIiIiIiIiIiIiIiJ2NynoiIiIiIiIiIiIiIiIiIyMmYnCciIiIiIiIiIiIiIiIiInIyJueJiIiIiIiIiIiIiIiIiIicjMl5IiIiIiIiIiIiIiIiIiIiJ2NynoiIiIiIiIiIiIiIiIiIyMmYnCciIiIiIiIiIiIiIiIiInIyJueJiIiIiIiIiIiIiIiIiIicjMl5IiIiIiIiIiIiIiIiIiIiJ2NynoiIiIiIiIiIiIiIiIiIyMmYnCciIiIiIiIiIiIiIiIiInIyJueJiIiIiIiIiIiIiIiIiIicjMl5IiIiIiIiIiIiIiIiIiIiJ2NynoiIiIiIiIiIiIiIiIiIyMmYnCciIiIiIiIiIiIiIiIiInIyJueJiIiIiIiIiIiIiIiIiIicjMl5IiIiIiIiIiIiIiIiIiIiJ2NynoiIiIiIiIiIiIiIiIiIyMmYnCciIiIiIiIiIiIiIiIiInIyJueJiIiIiIiIiIiIiIiIiIicjMl5IiIiIiIiIiIiIiIiIiIiJ2NynoiIiIiIiIiIiIiIiIiIyMmYnCciIiIiIiIiIiIiIiIiInIyJueJiIiIiIiIiIiIiIiIiIicjMl5IiIiIiIiIiIiIiIiIiIiJ2NynoiIiIiIiIiIiIiIiIiIyMmYnCciIiIiIiIiIiIiIiIiInIyJueJiIiIiIiIiIiIiIiIiIicjMl5IiIiIiIiIiIiIiIiIiIiJytzyflFixahWbNm8PLyQqVKldCzZ0/s3LnTun/OnDkQBAFLly61OW/r1q0ICwvLsczhw4djwoQJTo2bsouIiIC7uzu8vb3h5+eHNm3a4Mcff4QkSejZsye8vLzg5eUFlUoFtVptffzqq6+6OnQiIiIiInKAiIgIqNVqxMXF2Wxv3LgxBEFAdHQ0PvvsM0RFRcHb2xvVqlXDZ599ZnOsIAjw9PSEl5cXQkNDMXr0aJhMJuv+mJgY9OnTBwEBAQgLC8OPP/5YLNdWHhRH+wHA5s2b0aRJE3h6eiIsLAzLli1z+rWVdcXRdmPHjkV4eDh8fHxQtWpVTJ8+vViurTwojvZ79913UbNmTXh7e6NOnTqYN29esVxbWVccbbds2TK0adMGHh4e6NSpU3FcFj1gyZIlaNmyJTw9PVGhQgW0bNkSs2fPhizLGD58uPU+Z0BAALp164azZ8+6OmTKYufOnWjTpg18fX0REBCAtm3b4sCBA5gzZw4UCgW8vLzg4+ODRo0a4e+//3Z1uOWaJb/g5eWFihUrYvjw4UhNTUWnTp3g5uZmzSd4eXmhd+/eAMx5IlEUc9xHjpdXDghAvn8T58yZg3bt2uVY7ubNm62Pb9y4gcGDByMwMBCenp5o0aIFX58OkPU1FhISYn2NATnnVaOjoyEIAoxGo3Xb7t270blzZ3h7e8PX1xe9e/fG6dOnrfsffE2GhoZi4sSJxXOBTlSmkvNffvklRo0ahfHjxyM2NhbXrl3D66+/jtWrV1uPmTt3LgICAvihoZRYs2YNUlJScPXqVYwbNw6ffPIJXnjhBaxfvx6pqalITU3F4MGDMXbsWOtj3kwruIiICFSoUAFpaWnWbb/++qv1Q1peH+we/I8OyP6fYk7HPEiv1+Odd95BWFgYvLy8EBERgVGjRmU7btKkSRAEAfv27ctWpyAI+PTTT222h4WFYevWrfk9BaVeSWjD3N4MAUCnTp3w66+/AjD/hyoIAp544gmbY44dOwZBEMrVzYGS0m6WD49eXl6oVq0annvuOZw/f97mOJ1Oh/fffx9VqlSBu7s7atasic8++wyyLFuPydrO5UVRPkRMmjQJQ4YMyVamIAi4ePFinsfkdU5WOf1O5HezrzwoKe22evVqNGrUCD4+PggKCkLnzp1x5coVm2OuXLkCURTx2muv5VhngwYNrHEDwIQJEzB8+HC7n4vSpqS0Xda/z4GBgejSpUu2zr8A8Pfff6NFixbw9PREYGAgBg8ejBs3blj35/V/J91XrVo1LF682Pr4xIkTSE9Ptz6WZRnz5s1DQkICNmzYgO+//x5LliyxKePYsWNITU3Ftm3bsHTpUvzvf/+z7hsyZAiqVauG2NhYrF27FuPHj8eWLVucf2HlhLPb7/Tp0xg0aBCmTZuGpKQkHDt2DE2bNnX+hZUDzm67F154AWfPnkVycjJ2796NhQsX4s8//3T+hZUTzm4/T09PrFmzBklJSZg7dy5GjhyJ3bt3O//CygFnt11AQABGjRqFcePGOf9iKJsvvvgCI0eOxJgxY3D79m3Exsbixx9/xK5du6DX6wHAep8zJiYGoaGheOGFF1wcNVkkJyfjsccew5tvvon4+HjExMRg4sSJ0Gg0AIDWrVsjNTUViYmJeOGFFzBw4EAkJCS4OOrybc2aNUhNTcXhw4dx8OBBTJ06FQDw/fffW/MJqampWLNmjfWcypUr57qPHC+3HJBFUf8mxsfHo127dlCr1Th16hTi4uLw9ttvY9CgQfjjjz8cfTnljuU1dvToURw5cgQzZsyw+9w9e/bgkUceQZ8+fXDz5k1cuXIFDRs2RNu2bXH58mXrcVlfkzt37sRvv/2GVatWOeFqik+ZSc4nJSXho48+wqxZs9CvXz94enpCpVKhd+/e1h6kV69exbZt2/Dzzz9j48aNuH37toujJnv5+vri8ccfx9KlSzF37lycPHnS1SGVOSaTCd98802u+y0f7P79918sWrQIv/zyi0PrnzFjBg4ePIj9+/cjJSUFW7duRZMmTWyOsXwAza2DTUBAAD799FOkpKQ4NLbSwtVtWBDBwcHYs2cP7t27Z902d+5c1KpVy2UxuUpJaDfLh8ekpCRs3rwZ7u7uaNq0qc3f2ieffBL//vsv1q1bh5SUFMyfPx8///wzRo4c6fB4Sht7P0TcuHEDFSpUcHniNL+bfeWFq9vt4sWLGDZsGL744gskJSXhypUrGDFiBBQKhc1x8+bNg7+/P5YuXQqdTpetnJs3b2a7GVvWubrtLCx/n8+dO4fhw4fjjTfewMcff2zd/8cff2DQoEEYNWoU4uLicOrUKWg0GrRr14436Apo6NChNu/95s6di2HDhlkfjx07Fk2aNIFSqUTt2rXRp08f7Nq1K8eyatSogbZt2+Lo0aMAgNTUVGzduhUffPABVCoVGjZsiAEDBtgkMahonNl+ADB16lS88sor6NmzJ5RKJQIDAxEZGem06ylPnN12tWvXhqenp/WxKIo5djakwnF2+3388ceoU6cORFFEy5Yt0b59e+zZs8dp11OeOLvtunbtioEDB6Jy5cpOuwbKmeX+9ezZszFgwAB4e3tDEAQ0btwYCxcutCZ4Ldzd3TFw4ECb9iPXsgxkeOaZZ6BQKODu7o5HHnkEDz30kM1xoiji+eefR0ZGBi5duuSKUOkBoaGh6NmzJ/MKJVh+OaDC/k386quv4OXlhd9++w0hISFwd3fHM888gw8++ADvvPOOzcAjKryQkBB07969QO0zduxYDBs2DCNHjoS3tzcCAgIwdepUtGrVCpMmTcrxnGrVqqFNmzY2o+tLozKTnN+zZw+0Wm22kZhZzZs3D82aNUP//v1Rt25dLFy4sBgjJEdo0aIFwsLCsGPHDleHUuaMGTMGn3/+ORITE/M8rk6dOmjfvr3D38gcOHAATzzxBCpXrgxBEBAREWHz4RMAduzYgVu3buHbb7/FkiVLrD2KLerWrYvWrVvjyy+/dGhspYWr27Ag1Go1+vbta00omUwmLF26FIMHD3ZZTK5SktpNoVAgMjISs2fPRseOHa1vgv7991/8888/WLFiBaKioqBUKtGqVSssWLAAs2bN4k3UTPl9iPDw8MCgQYNc/kEwv5t95Y2r2u3o0aOoVq0aunTpAkEQ4O3tjf79+6NKlSrWYyyd0qZOnQqVSpVjb/2xY8di4sSJNlOClRcl5TUXFBSEoUOH4ocffsCMGTNw7949yLKMd955BxMmTMCgQYPg7u6OkJAQ/Prrr/Dy8sJXX33l1JjKmlatWiE5ORlnzpyByWTCkiVLcp3hQJZl7NixA/Xr189x/9mzZ7Fjxw7UqFHDenzW75afXf23uixxZvsBwN69ewEADRo0QKVKlTBkyBDEx8c7/kLKIWe3HQDMnDkTXl5eCAsLQ1paGgYNGuTw6yiviqP9LDIyMnDgwIFcz6eCKc62o+K1Z88e6HQ69OnTx67j09LSsHjxYrZfCVKrVi0oFAo8++yzWL9+fa6dbo1Go/W9f82aNYs5SsrJ9evXsW7dOjRu3NjVoVA+cssBFfZv4qZNm9C/f3+Iom06dODAgbh27Vq22UOpcG7cuIH169fb3T7p6enYvXs3nnzyyWz7Bg4ciE2bNuV43oULF7Br1y60atWqSPG6WplJzt+7dw9BQUFQKpW5HjNv3jzrB71BgwZxavtSqnLlyrzZ4gTNmjVDp06d8Pnnn+d53OnTp7Fjxw6Hv5Fp1aoVvvzyS8yePRsnTpzIscfa3Llz0bt3bwwcOBAAckxSTJkyBV9//XW5/B1xdRsW1LBhw6x/hzdu3IioqKhy2XO/pLZbv379rG+CN23ahJYtWyI8PNzmmJYtWyIsLAz//vtvscRUWuT2ISI1NRULFy50+WuvIDf7ypPibrcmTZrg7NmzePvtt7FlyxbrmlxZ7dy5Ezdu3MDTTz+NgQMHYu7cudmO6devH3x8fDBnzhyHxlealJTXXJ8+fWA0GrF//36cO3cO165dy/YhUxRF9O/fP9cPmZQ7S8eiTZs2oW7duggNDc3xuEmTJkGSJDz33HM22y3rkdetWxedOnXC66+/DgDw9vZG27ZtMWXKFGi1Whw+fBgrVqwolzOKOJOz2g8w3wSaP38+VqxYgQsXLiAjIwNvvvmmU6+nPHFm2wHAuHHjkJKSgsOHD2Po0KHw9fV12rWUR85uP4tXX30VDRs2RPfu3R1+DeVVcbUdFa+4uLhs96/btGkDPz8/uLu7Y/v27QCAzz//HH5+fvD29sbOnTsxf/58V4VMD/Dx8cHOnTshCAJeeuklBAcH4/HHH0dsbCwAc6dBPz8/hISEYPHixVi5ciX/b3Oxvn37ws/PD+3atUPHjh0xfvx4AMBbb70FPz8/69eHH35oPefmzZs2+5YtW+aq8MutrDmg/P4mWl53Wb+uXbtm3R8XF4dKlSplq8Oy7cGlH6lg+vbtC29vb4SHh6NChQo2Mwpa2s7ylXWWkfj4eEiSlGvbZG0Xy2vSx8cHtWrVQsuWLUv9EoFlJjkfGBiIuLi4XEcN7dq1C1euXMHTTz8NwJycP3HiBKcFKoViYmIQEBDg6jDKpMmTJ+O7777D3bt3s+1r0qQJ/P390bt3b7z44os2H/wsb3IsX4X50Pf+++/jvffew8KFC9GsWTOEhobaJCHS09OxfPlyDBo0CCqVCgMGDMixg02jRo3QrVs3fPLJJwWOoSxwZRsWVJs2bRAfH49z585h3rx55Xrkbklst6xvgnN7Ewtkf7NEZjl9iKhRowZSU1NtkqjLli3L9gGiONh7s6+8Kc52q169OrZu3YqYmBgMHDgQQUFBGD58uE2Sfu7cuejZsyf8/f0xaNAgbNiwAXfu3LEpRxAETJkyBVOmTMk2o0x5UhJecyqVCkFBQYiPj7f+XbTnQybZZ+jQoVi0aBHmzJmT63uG77//HvPmzcPatWuzTQt7+PBhpKamYunSpdi3bx/S0tKs+xYuXIgrV64gPDwcr732GoYMGYKwsDCnXk9548z2c3d3x3PPPYdatWrBy8sL48ePx7p165x6PeWJM9vOwjKls7u7OyZOnOiU6yiviqP9xowZg5MnT2LZsmUQBMEp11EeFUfbUfHL6f717t27kZiYiMDAQEiSBAB49913kZiYiOjoaLi7u+PcuXOuCplyULduXcyZMwc3btzAyZMncfPmTYwaNQqAuTN8YmIi4uLisHfvXnTt2tW1wRJWrVqFxMREXL16FbNnz4a7uzsA4Ntvv0ViYqL1a8qUKdZzKleubLPPMlCMik/WHFB+fxMtr7usX1lnJQwKCsKtW7ey1WHZFhQU5MQrKftWrVplXab47NmzNvc7LG1n+Tp+/Lh1n7+/P0RRzLVtsraL5TWZnJyMxMREuLu749lnn3XuhTlZmUnOt27dGhqNBqtWrcpx/9y5cyHLMho1aoSQkBC0bNnSup1KjwMHDiAmJqbU94opqaKiovDYY49h5syZ2fYdPnwYCQkJuHTpEqZOnWozDYzlTY7la/bs2QWuW6FQYMSIEdi1axcSExPxwQcf4Pnnn8eZM2cAACtXroRSqUSvXr0AAIMHD8b69etzTGZOnjwZP/zwg7XXanniyjYsjKFDh+L777/Hli1b8lyWpKwrie2W9U1wbm9igexvlsgspw8Rt2/fxl9//WWzDu7AgQOzfYAoDvbc7CuPirvdWrVqhWXLluHu3bvYsWMHtm/fjmnTpgEwTw+7fPly63IfrVu3RpUqVbBo0aJs5fTq1QthYWH46aefChVHWVASXnMGgwF3795FQECA9e+iPR8yyT5Vq1ZFtWrVsG7dOvTr1y/b/v/973+YOXMm/v3331wT64IgYODAgWjdujUmT55sU/bff/+Nu3fvYt++fYiLi0OLFi2cdi3lkTPb76GHHrJJCDI56FjObLsHGY1GrsvrYM5uv4kTJ2L9+vX4559/4OPj45RrKK+K87VHxcdy/3r16tV2HV+lShV88803GDlyJDIyMpwcHRVGnTp1MHz4cC6JRORAueWACvs3sWvXrvjzzz+tHaAsli1bhvDwcNSqVcshcZd3HTt2xPDhw/Huu+/adbynpydat26N5cuXZ9u3bNkydOnSJcfzfH19MWjQoBxnVS5Nykxy3tfXF5MnT8aIESOwatUqpKenw2AwYP369Rg7diyWLVuGn3/+GUePHrV+fffdd1i0aJFNb0WtVmvzldPU2lT8kpOT8ffff+Ppp5/GkCFD0KBBA1eHVGZ9/PHH+OWXXxATE+OyGNzd3TFixAj4+/vj9OnTAMwdaVJTU1GlShWEhITgySefhMFgyDFJUadOHfTr18+a4ChvSkIb2mvo0KGYPXs2evXqBQ8PD1eH41Ilrd1WrlyJ9u3bAzC/id23bx+uX79uc4xlW+fOnV0RYolVGjqS5Xezrzxydbs1b94c/fr1s97UWblyJZKTk/H6668jJCQEISEhiImJybVj6bRp0zB9+vRyORW3q9vOYvXq1VAqlWjRogVq166NsLCwbB8yJUnCihUrcv2QSXn77bff8N9//8HT09Nm+8KFCzF+/Hhs2rQJ1atXz7eccePG4ZdffsHt27cBAGfOnEFKSgr0ej0WLFiAf/75B6NHj3bKNZRnzmq/5557Dr///jsuX76M9PR0zJw5E4899phTrqG8ckbbSZKEn376CQkJCZBlGfv378esWbP499EJnPXamzFjBhYtWoTNmzcjMDDQKbGXd85qO5PJBK1WC6PRCEmSoNVqYTAYnHINZMvPzw8TJ07E66+/jj/++AMpKSmQJAlHjx7NdXaDbt26oXLlyvj555+LOVrKydmzZ/HFF1/gxo0bAMzrmC9evLjUr31MVBLYkwMqzN/Et99+G0lJSXjhhRdw+/ZtaLVaLF68GNOmTcNnn33Gzr0ONGrUKGzatAnHjh2z6/iZM2di7ty5+Pbbb5GSkoKEhARMmDABe/bsyXVGrdTUVCxZsgT169d3ZOjFrswk5wHgnXfewZdffompU6ciODgY4eHh+P77763r9gwbNsx6czMkJATPP/88jEYjNmzYAMA84sbd3d3mi722Xat3797W9SqmTZuG0aNH4/fff3d1WGVajRo18NRTT+Hbb78t1nq//vprbN26FRkZGTAajZg7dy5SUlLQuHFjxMTE4N9//8Xff/9t7Vxz7NgxvPfeezlObQ+Ye/D//vvvxTYKtSRxVRsCgCzL2To55aVatWrYtm1bue1IkZUr283CZDLhypUrePPNN7F161brm6CuXbuiS5cu6N+/P06dOgWTyYS9e/diyJAheO2111CzZk1rGUaj0ab9y9NNHld3JNPr9TbPvclkyvP43G72lTeuaredO3fil19+sU5Tf/bsWfz111/Wmzpz587F888/b12G6ejRo9i1axeOHTuGEydOZCuvU6dOiIqKKlezQrn6NWcRHx+PhQsXYsSIEXjvvfcQGBgIQRDw+eefY+rUqVi0aBG0Wi1u376NF198EcnJyXj77bet5xf0/87yLDIyEs2aNcu2fcKECbh37x6aN28OLy8veHl54dVXX821nAYNGqBDhw747LPPAAAbN25E9erV4e/vjx9//BEbNmxAcHCw066jvHJW+z3//PMYNmwYWrZsiapVq0Kj0bj0/VRZ5Ky2W7lyJSIjI+Ht7Y0hQ4bgzTffxJtvvum06yivnNV+48ePx7Vr11CjRg3r+dOnT3fadZRHzmq7+fPnw93dHa+99hp27NgBd3d3vPTSS067DrI1duxYfPnll/j0009RsWJFVKxYEa+88go++eQTtGnTJsdzxowZg08//RQ6na6Yo6UHeXt7Y9++fWjZsiU8PT3RqlUrREVF4YsvvnB1aFRAb7zxhvVvqJeXF5o2berqkMqtguaACvo3MTAwEDt37oRWq0W9evUQGBiIL7/8EvPnz8dTTz3lqMsgAMHBwRg2bJjdM/a0a9cOGzduxJ9//olKlSqhatWqOHLkCHbu3Glzv/nmzZvW12rVqlWt92FKM6WrA3C0wYMHW6f/zGr8+PHZtrm7u+PevXvWx7mNks+6TiUVn+joaLuOY/s43kcffYT58+cXa50eHh545513cPHiRQiCgFq1amHFihWoXr06Zs6ciUaNGuGRRx6xOeett97CF198kePUUdWqVcPQoUPxww8/FNcllCiuaEPAvFaaZe0mi/ySs64e6ViSuKrd9uzZAy8vL8iyjKCgIHTq1AkHDhxA3bp1rcesWLECEydORI8ePRAXF4fQ0FC8+OKLGDt2rE1Zr732Gl577TXr48GDB2PBggXFdi2u0Lt3byiVSoiiiHr16mH06NF53hxzlgd7jP7yyy9QKnN/q5d1qu/yyNXt5ufnh7/++gsTJkxAWloagoKC8NRTT2Hs2LHWTmlHjhxBSEiI9ZyQkBD06NEDc+fOxeeff56tzKlTp5aLERuubjuLhg0bQhAEqNVqNGzYEF999RUGDRpk3f/UU0/Bzc0NU6dOxUsvvQSNRoPu3btj165dNiMMc/u/M6/Xb3mS22cCpVJp/fx25cqVPMvI6XPe+vXrrT+PGjXKuk4oOVZxtB9gnoHo448/LlyQlKPiaDvLQAlyvOJoP8406RzF0XbDhw/H8OHDCx0jFV1u96+BnO9zPvXUU0wglRChoaFYtmxZjvv42ip5cvubunXr1lzP6dSpk3VmBHK+/HJA+f1NzO1192C5VapUweLFiwsZJeUmp/bLKx8TERGR7X1Ku3bt8n1NPrgkQVkgyHw3TURERERERERERERERERE5FRlalp7IiIiIiIiIiIiIiIiIiKikojJeSIqNq+++qrNWj72rI1GJQvbsHRiu5V+O3bsyLENvby8XB0a5YHtVnqx7YiIiIiIiIiIyBk4rT0REREREREREREREREREZGTKfPa+emnn8LPz89hlZlMJgCAQqFwWJmOVtJjLEh8iYmJ8Pb2tvv4sqSkt2N+EhMTHfraK6qS+nyWxLhMJhNSUlKs7VcSY8yqJMfnqtgK8voryc8fULLjc0ZsjvzbWZKfu7yUxrgtMWf92+nsukrL81Na4s362ivpMTO+7B7821nSn6OCKA/XUlbbr6xcB1D+2g4oH9fC9iv52Halm73tV5KU1ue/OONOSEiAv7+/0+spDqW1vXOT3/U487VXUp/LshRXWbrX6Qil6RqL8torTddZEKXpuhITEzF27Ngc9+WZnPfz88PLL7/ssECSk5MBAD4+Pg4r09FKeowFie/nn3/G008/bffxZUlJb8f8/Pzzzw597RVVSX0+S2JcycnJWLJkibX9SmKMWZXk+FwVW0FefyX5+QNKdnzOiM2RfztL8nOXl9IYtyXmrH87nV1XaXl+Sku8WV97JT1mxpfdg387S/pzVBDl4VrKavuVlesAyl/bAeXjWth+JR/brnSzt/1KktL6/Bdn3D/88EOJbb+CKq3tnZv8rseZr72S+lyWpbjK0r1ORyhN11iU115pus6CKE3X9fPPP+e6j2vOExERERERERERERERERERORmT80RERERERERERERERERERE7G5DwREREREREREREREREREZGT5bnmPBERERERERERERFRafTdvxcQm6KFu0oBt8yvuyk6RN9Lw5Q+UQgP8HB1iERERFTOMDlPRERERERERERERGVCXKoOzaZuzve49p9uwdkpPeCmUhRDVERERERmnNaeiIiIiIiIiIiIiMoElShCpRDsOvbFuQeRlGGA1mCCJMlOjoyIiIiII+eJiIiIiIiIiIiIqIzw9VDhwrReAICftl3CjPVncz1258U4NPz4nzzL++bpRgj21kApiohN1qKijxtaVAtwaMxERERUfjA5T0RERERERERERERlzisdIzGwWTjWnriFMH936I0SDCYZepMJeqMEvVHCnRQdvvvvYq5ljFxyNNu2KgEeWDeyPbw0vL1OREREBcN3D1RkRpOExQeuY8PJW1CIIkQB2HrubpHK/GVYM3SrV9FBERIREREREREREVF55O+pxpBWVfM8ZmjrqkjOMEIhCkhM12PY//YjRWvM9fhr8en459Rt9GsS5uhwiYiIqIxjcp6yuZ2kRf8fdiMmMQNqhQgA0JukYo3BUMz1ERERERERERERUflUwdsNFbzNP5+6acwzMW8xetkxVPB2Q7uaQU6OjoiIiMqScpGcP34jEa/MP4SvnmqEVtUDXR1OiXfhTgpiEjMAFD0prxQFiIIASZYhZz7+pP9DqOCtgSQDJllG9SBPhAd4OCByIiIiIiIiIiIiooJJTNej9Yz/kGEwoWOtYAxvE4E5u6PzPOfp5uFoXs2/eAIkIiKiMqNcJOcNJgm3krTQGzka2x7tawbj0vReSNUakaw1IDHdgDF/HMPluDQYTBJk2f6yjJIM4P4JJknGqKVHsx13bmoPaJSKogdPxSY2WYuPVp/ExlOx1m0f9KoLXw8VkNnxokGoL6JCfV0YJT0oPk2PqX+fxp9HYqzbRneuhpAAb8iyDEkGGoX7oW4lHxdGWb5tOHkL7604gaQMAwCgS50K6B4VAsiAJMtwUynQu2FlKETBxZESERERERERlT53U3QYv/IEtp+/C10O94u3nb+Lg9HxuZ4f4uOGveO7ODNEIiIiKsPKRXKezGasO4Oftl92ah2Nq/hBACAIQuZ3QICAzH/Wx4Jg/lkUBPR+qDIT86WEJMnIMJigM0p45pe9uHw3zWb/tHVncjxPrRBhkmWYJBkz+zXA0y2qFEe4lEmWZWgNErQGE0YuOYIdF+Js9n/535Vs51iWtLC02w+Dm6Bng0rFEm95JEky0g0mpOuMeHXBYZt9/569g3/P3rHZNmrpUWiUIkySDEmWUT3YC4tfaoVgb01xhk1ERERERERU4mkNJly8k4qLd1JzHDSUk1OTezg3KCInSNYasO9yPLrVq+jqUIiIKA9Mzpcjzk7MA8CER+uhcbgfRI7oLDFMkgyd0QSdQYLOKEFnNEFvlJCsNeLjNadw+mYyXn+4BgI91dZEn0mSYZJlSJIMkwSka7X4aee1QseQdXmELzadZ3LeTgaTOaFubjcJusyfd16Iw8wNZ9GyWgB6RIWY28vadoBJkszfZRl/HY1B9L30Atf94JIWv+y4zOR8HmTZ3HFFa5CQYTAhQ2/E1XvpGL3sGBqE+uKR+hVhNJnbyJjZXpavb/69UKg6s/buv3gnFaduJqFT7QqOuiQiIiIiIiKiMqHOhxsKdPyyV1o7KRIi55EkGQ9N+gcAMKVvFBqH+yHM3x1+HmoXR0ZERA9icr4cOT7pERy7nggfNxVkmBN4RpM5UWROFuX82CTJMEgyTCbJmlT67r+LSNUZs9XR/4fdAMyjbjVKERqVAhqlCDeVCDeVAp5qJTw0md/VCnhqbL+bv5Tw1GR+z3q8RgFvjRKCwMS/vS7EpqDbV9vzPe7bQiYHLd7sXAM1K3rDK7PdvDRKuKvNba9RKqBWiFArRagUAqfittPyg9cx5o/jeR6z+9I97L50r9B1vNKhOiL8VfBSKxDs72NtNzeVuc00KhFqhQiVQmS75aPdJ1sQk5iR476dF+Ow82JcjvvyM/2JBvDUKOClMb+uPDVKeLsprW2kynxdqUSRnaKIiIiIiIiIcvBc2wj8vivarmM716mAX3dcxsglR3ArSWvd/mrHSDxcOxjumfcv3VTmrwAPNT+PU4nz4aqTNo97N6yMLwc2hCpzpkwiInItJufLER83FdrXDHZIWS93qI7lh27g3O0UuKlE+HuooRAF6Iz3R/paR/waJGiNJmj1JqTrTUhI0+NGQgbSdUak6U1I0xkz16bPX4iPG8b2qA2FKFgThuaErwilKEAUzMlfXUY6RFGAV5IEUTBPow9kmWY/8+cqAR7w1JTdl0Govzs61ArGzgt3IcmAUjQ/P0pRgCgKSNFm72BRGN/9dzHXfV8ObIjKfu4AzGuZK/km0C6tIwNR2dcNN5O0EIT7bacSRWQYTHa/ZvKS12wa3z7TGBW9NZABNKvqD4AfNPMyulstjPnjGGQAKvF+R5TkIr7Gxq88keP2HvVDMLxtBAAg2FuDyGCvItVDREREREREVFZN7F0fE3vXt9l2KykDrWf8Z7OtTog37qRoYTTJNol5APhx2yX8uO1SjuW/0rE6RrQNdWzQRAUkigIuTuuJOyk6DPxpD24k3B9EsubYTfSMCkEvzopJRFQilN2sJDmVIAgY2CzcYeXpjRLS9eZkfbrOiAV7r2LunqvZjrudrMXoZcccVq8gAFdmPOqw8koaD7US855vke9xKVoDEtIMkCFDkgGjSYLBJMMoSTCYJCQlp8IoyVC5ucNokpGcYcA7y+1rB3vaa3ibCHz4WD2Ozs4izN8Du9/vkucxkiQjJjEDkmxO1BtMMgwm84wXhsyZLwwm6f42k4TXFh7Os0yLtxYfyfeYNx6ugXceqcXZLAD0bxqG/k3DctxnNEm4nayFLJuXmTBKEvRGy+tLtmmfbefvYs7u6Hzr23DqNjacup3vcWO6VsfQFrxBQERERERERJRVJV93RM/M/Z6g0SThZqIWJlnGikM38P2W3Aem/LTtMl5vU5n3R8jllAoRNxIybBLzgHmAWvf6IS6KioiIHsTkPDlNht6ECatO4mRMEgyZSV6D0ZyA0hkla0JRlgEZWX82J+sLq2G4H0xGI2QAoqiADNlcbmbZcpZ63+5Ws4hXWTrtvhSH6evOQCGKEIX7Y6IFwTyvgGWGgSPXE2AwZR+hHeytQZCXBgAQl6orcjxzdkfjrS41EeDJNZDyojWYMOmvUzh9K9k6I4S5vWzbLTZFi6s5rDMf7K1BsLe53e6mFL3dvt9yEW92qQGNUlHkssqao9cT8eGqk1CIObdTUoYB52NTs51naSNHtA8AfLb5MpPzRERERERERPkwSTLm7o7G0euJuJ2shcEkIU1nRLrelC3R+SB/D5V5UIuCyXlynSPXEvDE7N057pvYm4OiiIhKEibnyWkOX0vAisM3irXOz59siAFNw5CcnAwA8PHxKdb6S4txK07gWnz25K29CpM4bFLFD6Ig3E8qC4AoCGgQ5os3O9eEVxleXsBRTt9KxpID1wt9flHazdxmAsTMdmtRLQAvd6jOxHwupq89gxMxSQU+r6BtFBHogQBPtc1rSxQEiCLwaIPK6FrDu8AxEBEREREREZUneqOEpQeuYfLfpwt1fkK6AU0/2QUAuDy9F9egJ5d4MDE/9/kW6FAziDM6EBGVQMyGUYHJcubU55IEkyRbv7KOTE/RGjH4133FEk+jcD/0jAqBKAhITNfj1x2XodPpIAqAm9s9+Lqr0LdRKN8YZ7FxVAecj03Jsm551vYDBv60p0DleaoVcFMpIIoCWlcPxKcDHoKbiklbR2tSxR/bxnRCfJoe5qYzt5v5J+DJHwvWbh5qBTRKEQoBaFszGJ/0Z7s5yvwXW+DsLctr7P7ra92JW/h9V7Td5fh7qKAQRShE4PfhLVCvcsE6HFk6KhERERERERERcPluKvrO2oVkrdHhZT/RsCKYByVX+d/wZnh+zkHr42f/tx+vdoxE+5pB8HVXwcdNBW83JbzdlFAqRBdGSkRETM5TrubticZHq0+5Oox8Hb2eiKPXE/M8Rm+U8HSLKsUTUCngrlagYbhfjvsKM7r66RZV8OFj9YoYFdmjaqAnqgZ6OqSsvo1DMa5LVQCcZcLRNMqcX2P/nb1ToHLWvNkOYf4eDoqKiIiIiIiIqPxJ0RqQoTdBb5IQk5hR5MR8TmvVWzrHc5QyuUrnOhVxcEJXTPzrFNYevwUA+HHbJfy47VKu5wxqWQU1K3hBMBkgCoCXZzI616kAPw8uPUpE5ExMzlM2s7dexKcbzrk6DLs9XDsYNSt6Q5LMI/plyNDp9JBlGWq1GoFeGvRrEubqMEukOylatJj2b5HL8XVXYcHeq1ApBKiVIlQK85cic3ptQRDMPwsCaoV4oYK3mwOiL99mrj+b55trewR5abDs8C0oRQG+3sk27WZZK10hmtutXiUf+HvyjXlBzd97FR+uOlmoc2tV9MJ/Z+9AKYqZryvBPNNB5kh6IfM1JQqAu0qBplX9eROAiIiIiIiIKAtH3fuyaBjmiz2X7sHbTYmoUF+HlUvkCEFeGswa1ASzBgEGk4RbiVrcSExHcoYRKVoDUrRG3EnRWe8pLtp3LVsZLaoFYNkrrYs7dCKicoXJecomTef4aZ0crWlVf4gC0COqEoa1rgrVA1PxcM15+xhNcv4H2eHLTecLdHxOPYypYAozw8GDvv33QoGOZ7sVXEKavtDnno9NLdDsJRMerYsX21cvdH1EREREREREZU2AhxqvdKyOn7Zddkh5x24k4Zlf9gIAFr3UEm0igxxSLpGjyLKMZK0R8Wl63EvVIUVrREK6HvFpehy/kYiNp2LzPP+T/g8VU6REROUXk/OUzZjudTCme518jzt1MwlPzNoNvUlyWiyNq/hBFAQIAAQBqB7khY/71Oe62IWw9MA1TPn7DCRZNn9JgEmWIQiwrlvuLB1qBWfObCDjGS4vUCBpOiPeXX4MOy7EwSTJMMkyZNk8S0R+bacQBZikwjduh1rBkGUZJknGi+2rFbqc8sJokjB17RmsOHwDWcev+7qrrGvOWbYLmX/X9CYJKYWcTq9jrWDr69nHTYX+nCGEiIiIiIiIyIZSIeL9nnXxfs+6AIALsSnQmyRoDSYcu54ESZYxde0Z6/HVgz3h46ZCstaA5AwD4lJz73SflG5wevxEBfH38Zt4Y9GRXPeLWW5YffRYPURW8EKgpxqeogH+Hir4+XI2CCKi4sDkPBXavsvxRU7MB3iqoVGKcFMpoFGK0ChFCIKAgc3CMaglk7iONGHVSRgcNFIeADRKEb8Pb44QXzfzVOiiAKVong5dIQpQKkQoRYEdKYroekI61p+8Xahzc0vM//5cc1QN8IBSFJGRngqlQoSfjzeUogiFQmC7FVKy1og5u6OLXE7LagGY3Ccqcwp7AUqFYG4b688CNEoFFCKnsCciIiIiIiLKycmYJNxK0sLbTQmtwQStQcLsrRdx/EZSnuddvpuGltUCUCXAAx5qBdQKERfvpsLP3XwPUxTNSzdGVvBEt3oVi+lqiLKTZRknYpJw+W4arsSlIfpeGlYfvWnd37ZGIF7uEIlATzUCMr9yu99nmYWWiIiKB5PzVGjPt6uG4W0isP7kbby5+DAKM0A3Ppcpn49eT8T4lScAAItebIk2NThFVFGdmdwDKVojGk/ZVOgyhraqitcfjkQlX3cHRkZ5qRPigzOTeyD6Xhp6frOjUGW0rxmESY/XR2SwV7Z9ySrzqG0fL02R4iRzZ6OzU3pg8t+nc1yzKy9DWlXBmO514OuuclJ0RERERERERGVXUroBbWb+izS9qVDnT3siCiqFCA+1Ao/UC4FaKeZ/EpEL/Xk4Bu8sP2Z9HOLjhg61gtEiwh/tawbjoTBfCAIHdhARlURMzpMNSZKx9OB13ErSQiEI1qmYZRmQIdtMoX32dnK+a9Q4QniAh9PrKO0uxKZgzbGbCPLWINzfAyZJxqbTsVh68LpD65m/9yrm773Ktccd6FZSBhbvu4ZALw2qBJjb7tONZ3E+NtVhdey4EIcuX2zDpem9ONraAQwmCQv3XoVGpYCXwoSv/ruCy/cyilTmgr3XcOhqItaPbO+gKImIiIiIiIjKD5MsFzoxDwAfrDxp87hOiHfmUnLm+6X9moRixMM1mOykEqNb/YrA8vuPbydr8emAh9ChVrDrgiIiIrswOU82/jt7B+//ecIpZbeuHgiFKEAUBYgCMteRF+5/F5C5XcDrD0fioTA/p8RRFnX7arvT62gZ4YdgH3cMblnV6XWVJ4N+2YcrcWlOK79OiDdqVvRGz6gQJuYdZMn+a5i05rTDyosK9UFEoCdGda3psDKJiIiIiIiIypMATzWiZz6Ka/fSEZOYAQ+1Am4qBUySDL1JQt9ZuwpU3tnbKTaPP//nPF5sX53LAFKJYJJkPJHD77SS9/6IiEoFJufJRpe6FfBp/4cQk5gBSTaPlBcyE+mWYfSpWiP+t+tKgcvec/mezWNN5vRQlsH4lsS8IAA7LtyFmFmxKAgY3a0Wnm0TUfgLK+M2juqAAT/sRorOiA61giHLMkySbO7hK5l7D0uZ2/RGCTqjBL1RQoivGw5dTcizbDGzDQ5dSwKQhL+P38rz+C51KkAQgIR0Q7ayqwd5okqgBz7oVRc1K3oX9bLLhPkvtMCAH/bgdrLW2naWtrK0nUmSYZTMbaY1SHBTibiTokNiuiHXcgUBUAgCLt1NxeW7aVhz7GauxwJA17oVAAB3U3Q49sD6a9WDPFGzohfG96qLqoGeRb/oUu6ZFlWw8VQsdl6MQ7tIf8gyoFAqIWdOLaIzSkjTGaE1mHDpbt4dLwQBOH0zGSdjkvN8bQV5adAo3BcAsPnMHZt9EYEeEAQB/ZuE4qUO1aFR8kYBERERERERlU9VAj1QJdA5s3DW+XBDnvtHPRyBUd3rO6VuoqxennfQ5p7T0pdboUW1AM7sQERUSjA5TzYEQcDA5uH5HvdR73rI0Jvw4eqT+OPQjULVpTNKdh878a9TTM7noXaIN0583N3u4yVJhkGSYDTJSMwwoO3M/3I/VgakrOsZ5OPfs3dy3Xc5Lg2X49IQ6ueOaU80sLvMsizM3wN7x3ex61jZmqg39/p+cc5B7I+Oz+VYwGhtt/zb78GEb1aWdqtRwQtjutexK9ayTKkQseDFlgCA5ORkAICPj4/NMbIsw2Ayt1O7T/7LtSOFecmQ/MWl6nJto+h76QDMvfi71w9hxxciIiIiIiKiB5yZ3AO3kjKgM0pYdSQGd1J0aBDqax3cYjBJ+HXnlTwHQuTnWoLWgRET5S7r/dcDH3RFsLfGhdEQEVFBMTlPBSbLMn7Ydgmfbjjn9Lre71kHTzUPh4eav6pFETFuratDAABsHt0RogCOvrbTmVvJ6PnNDleHgX/f6QiFIKBKgHN6npcVURM3IlVnLPZ6pz/RAC2rB8DbTYkK3m7FXj8RERERERFRSeeuVqB6sBf+OxuLn7ZfBgCsPBJTqLIWvNASPu5K+Lmr4euhgrdGidTUlPxPJCqiW0kZaD3DdpAVE/NERKUPM55UYI2nbCpSL9KCuJuiQ7reBJ1RgkIUoBDMa9YrRcG8fr1g/lnkejp56t8kDCsOF26GA3udndIDaoXItnCgCt4aVPDW4E6Kzml17BzdGl4aBfx8fZ1WR3nxVPNw/Laz4Et+5OX5ttUwvlcdKESBU5MRERERERERFZGvu7pQ5219txNCfN245jy51OUclk+MGLcWtSt646EwX4x+pBZCfNx4D4mIqIRjcp7yZTBJ+HzjOWuv0uL0684r+DWfZJcgAFdmPFpMEZVOXwxsiC8GNrTZ9ufhGxi97JhDyn+7ay1+OHGCQC8N9n/Q1WZbfJoeTaZsckj5r3SoDh83/jfgKB8+Vg8fPlbP+nj47/ux9dzdIpX5fq86UCrEooZGRERERERERACaVvVH9EzzfcR7qTo0nbo533O+eboRIoI4CyS5XpvIQHz8eH0cupoAvVFCfJoe+6PjcS42BediU7D80A2oFSICvdQI8tLAz0OF6Htp+PDRemhS1R8BHmoOrCIiKgGYlaF8Hb2e6JLEvD1UCgEf9Krr6jBKpX5NwnA9PgNfbT5v9zmCYF4jO6uKPho82SzMwdFRbgI81dg2phM6frbV7nNEAZAeaDd/DxWGtKoKoPinYS8vvn2mMZpN2Qy9Scr32Jza6Pm21aBiYp6IiIiIiIioSCRJhkGSYDTJ5i9JglGSMXH1KbvOH7nkKJYeuI5FL7VycqREeRMEAc+2icCzbSJstqfrjdh0OhZxqXrcTdHhbooOcak6bDtvHjTy8vxD1mPrV/bB2rfaF2fYRET0ACbnKV/NIwKw5o12iEvTQZOZKNKZJOiNWb5MEgwmCZfupGLunqvFEle/JqH4cmCjYqmrrBrxcKTdyfkPe9TAM20iIUCAIACiIEAUzG8K2eGyeFUN9MQ3TzfCyCVH8z22X+NQTOkbBVG4325Z2y8lhWuiOYuPmwpfPtUQbyw6kudxb3augVc7Rlrb5n77CJBlmVOREREREREREeUjKd2AhpP/cVr5Pm4qp5VNVFQeaiX6NArNtl2WZey5dA93UnQYtfQoAODUzeRijo6IiB7E5DzZpUGY/etRf9wnClfi0nAnWYunft7r8Fgerh2MZhEB2XoIkv1kWYbOKOGj1SftPmfKhouYsuGiU+JZNaItGoX7OaXsssZoknA5Ls2uxDwA/HkkBn8eiXFKLP+83QG1Kno7pezSTpZlaA1Svol5APjuv4v47j/nvLb+e6slgrwKt54eERERERERUWlxPSHdqeVvOHUbEePWZtv+eqdIjO1Rx6l1ExXGv2di8eqCQzCYbKdqbF090EURERGRBZPzVCAGk4SkDAMMJvNUUAaTeRooy2OjJMFgkvG0E5LyABDoqcaUvlEI8/dwSvnlRbX317k6BCqE/87G4vk5B10dBtmh9Yz/cDtZ6+owiIiIiIiIiMqFqFBfbH23Ey7HpcJTrYQ+c9ZPXZaZP8/HpuDXnVccWm8rJjqphNpw8rZNYn5K3yjUCPZC8wh/F0ZFREQAk/NUAPdSdWg6dbNT6/DWKHHi4+5OrYOAcT3rYOb6s06v57tnGqN3w8pOr6e8iAq1fwaLovhpaFN0rx9SLHWVVaO71cLYFcedUravuwrHJj5i17HJyZyqjIiIiIiIiMqHiCBPRAR55nlMs4gAnIxJwvdbHDODXbV86iNylU8HPARvNxX+t8vcIWXv5XsI8XHDtfh0VAnwgDJz+VoiIip+TM6T3XzcVRjYLAxrj9+CIAiQZBlS5tTNRbXitdZoEOoHlYJrKxeHVztGokkVf4xfeQIGk4QUrRHxafoilzv/hRbwUCsgy4CbSoEaFbygM5qgUSocEDVV8HbD2Sk98P6fJ3DseiL0Jgk3EjKKXO6PT0ch2N8bsmxeo6p6sCfbrYgGNg+HDBk/bb8MvbFo7fRWl5roWCsIkgwIMH/w1xpMUClEKET+zSQiIiIiIiKyV4+oEPSICilycv7LgQ3xUJgfwgM4uyeVTIIg4KPe9VCzohfe//ME1h6/hbXHb1n392oQghEP10CwlwZKSYaS95iIiIoNk/NkN5VCxKcDGuLTAQ2hN0p4e9lRm//Qi2LEwiPYO76LQ8qivJ2+mYxe3+5wStlDf9uf4/YfhzRBj6hKTqmzPHn/z+NYvP+6w8t9dcnJHLfPfb4FOtYKdnh9Zd3dFB36/7Ab1+Ids97dt/9ewLf/Xsi23VOtwKnJPRxSBxEREREREVF5cnZKD7y5+Ag2nY4t1Pmjlx0DAByc0BVBXhpHhkbkUM+0qIJnWlRBUoYB52NT8OSPewAA607cxroTt22O/aR/AzzVvIorwiQiKleYnKcCScow4HaSFndStEVOzAd4qqFSCFArRfw0pJmDIqT8HL6W4NTyhcxOlgIApSiiaqAHmlTlWkaO4IzEfFaCAIiCAIUgoGZFLzQopmn0y5pr8ekOS8xnJQjm15UoCBBFAR8+Vs/hdRARERERERGVdTGJGUjRGtChVnChk/MWzaZuxvFJ9i09R1TcTJKMmIQMHLoWj1MxybiTokPdSj44cyvnZRCVIqe6JyIqDkzOk90kSUbDj/9xWHl73+8CtZL/4Re3ZK3BKeUGeKpx+MNuTimbnEejFHFgbFv4+Pi4OpQyQ2cwObS8BS+0RLuaQQ4tk4iIiIiIiKg8qvnBOhhMssPKa1LFDxqlCF3RV4skcphlB69j7B/Hs22vGuiBAE81utatgCAvDcIDPFAlwAPBbjLqhnjB15cDdYiIigOT82Q3R6xtnVWtCetz3D6lbxSGtqrq0Lrovt4PVcaS/dcdPrI3Pk2PiHFr8e87HREZ7OXQsslsTPfa+GzjOYeWqTNKeGj6DrabAzUI80Wr6gHYezneIeUN+W0fhreJwKTH6zukPCIiIiIiIqLyaMb6M4VOzK8a0RaNwv1y3a8rZExEjiTLMtaeuGWTmH+7ay20rRGIupV84KnJOR2UnJzzSHoiInIOJufJbl9vPl8s9RhNUrHUU16FB3hg+hMNMOS3fU4pv+/3u1A1yAMAIMvmLy+NEt8NaoyKPm5OqbO8GPFwDfyy4zIS0x0/+0Gf73ch4oF2C/BU4+unG3HttALydlNheJsIhyXnAWDO7mgcvHq/PFk2T002qGUVDGsd4bB6iIiIiIiIiMqqjrWC8dO2y4U696tN5xEV6oObiVrsuBCHt7rU4OdxKhEy9CaMX3kCK4/EZNv3TItwvNWlBgTLOqRERFQiMDlPdpvRvwF6NqgEvVHC7K0XceqmuUddy2oBUIgCbiZmIPpe0Udjf7zmND5eczrb9mWvtEZ4gLv1sYD7byo8NQp4u6mKXHd50aiKHyY8WhdT154BAEQGeyJVZwRgfkOXrDUWuuwUnREnY7L3tlxz7CZebF+90OWS2YIXWuLpn/ciVWdEqJ/59WAwSTBJMu6lFX4OtdRc2m3z6Vg83aJKocstrzrWqoABTcPwx6EbCPLSQKUQYJJkpOmMSNMXbtr7nNrno9WneDOAiIiIiIiIKA+yLENvkhAV6osDH3RFut6I6HvpiEnIwPiVJ+wqY9v5u9h2/q718UerT6FltUDUDvF2VthEdtl7+Z5NYv7Z1lXxZLNwRIVyinoiopKKyXnKkyTJ0BpNkGRAkmU0j/CHJAMtqgVgw8lb+HD1Key74rjRoXkZ+NOePPfvfb8LQnw5Mjs3BpOEA1fiMejX7CPmL91Nc3h9f73RFgIECALgphI5ZXohybIMrUHCx2tOYcmB6zb7YhIdu9QEYNtuHmoFqrPdCiRDb8Jzc/bbjJqPS3Xc5HaTetdD06oBAACFKCDU3z2fM4iIiIiIiIjKvkNXE9D/h90AgOYR/nBTKbDjQpzT6mtbIxDVgz2dVj6RPfRGCc/NOWCzTaUQsebYTdxN0eHhOhVcFBkREeWFyflyTm+U8M7yY1hz7KZL6g/1c4dlVh35gSWf5MwNck77YLuhc52KCPRSOynKkikhTY/hv+/H2dspUIgCFIKAFF3hR7w/aFTXmujdsDIUgoCM9DQoRAF+Pt7mujK/lKIIUYT5uwBOkWQno0nCh6tP4s/DMVCIAkRBsM5cUFRtawRiUu/6UCnELO0kQMz8/mD7paYkQxAE+Pj4OKT+skyWZUxfdwbz916FQhAKPQIeAFaPaAsfd5W1TZQ5vKayth0RERERERER5c6SmAeAA9EJaFzFD2H+7riRYB7YUL+yD55oHAqNSgGNQoRGJUKtEKFWZn5l+VmjFKFWKGyO0ShFKBWiqy6PKEeiYB5Etz9z8FyQlwa/7rwCAPhp+2Vcnt6L95WIiEogJufLuRStwWWJeSD7yN9FL7VEm8ggF0VTupy5lYxjN5IcUtafr7dBsJcGIb5uUOXwQSM52ZyE9OGa8Q6Rpjdh8f7r+R+Yj7E9aqN7/RAEe2vgU8hlHdihwn4Gk4xfdlwp8HmvdozE083DUdnPHWolP8gTEREREREROVPjKn54pkUVuKkUcM/8clOZk+vKzEES1YM94aZSuDpUoiJRKkQse6U1TJKMFYduYOyK49Z91YI8mZgnIiqhmJwv5wK9NLgyoxcMJhmSLMMoyTCZZBglCZfj0vDkj3lPJe9og37JPuX6gxa92BJtajCB36ZGEM5N7QGjSYbeKEFvkqA3StAZJSw9cK1AScSP/zoFd7Ui22hdy3fZZIQoCHDTqKEUBWgNJmQYTDh8LRF3U7JP2e3voUKwtwZzn2+BSr6cdvtBvu4qXJzW06bNLN+/+Occ1p+8bVc5n244h63n7j4w+tr8QVOhMM+mYB0pLwgwmCSk6Y04fSsZ1+OzT4nv76FCJV93zHmuOSqwI0Y2aqWIi9N6IiPz919nkLB4zyXM3nEtz/N+3HYJp24m2bZP1teYIEAhAgpRRIrWAL1Rwj+nY7OVE+iphiTLGNujDp5pUcVZl0lERERERERU6nw5sCFGLzsGADhyLRFHriXme455xkhAFMyf0UXBvIScIAhISNPnen8myEuNOc+1QO0Q7xwHuRAVB1mWsf9KPM7cSsakNaet24e0qoK3u9ZCoJfGhdEREVFemJwnCIIAtTJ7L7oATzVGdqmJXRfjoDdJkGQZkmRee17OXIP+wp3UYo/34t1UJuczaZQKaJSA5wPvtZ5sFl6g5LyjRuBbJKQbkJBuwO6L99C/aZhDyy4rlApzj22PB1ZjeK5tNbuT8wCs01Y5gqXd9l2JR++GlR1WblmiVIjwVojwzpypoGf9Cvhl93UYTHKe5zlinbt7aXoAwPt/nmBynoiIiIiIiCiLfk3C0K9JGHRGE67dS0e3r7bne87JmCRIsgyTZL7XmZiut2sJu7hUPR77bicA4MmmYZj6RFSR4yeylyTJiEnMwHsrjmP3pXvW7e1qBOHLpxqigjcH3BARlXRMzlOuBEHA291q4eLdVKw9fqvY6vVQK6BS3F/vSRTNa86/+0ht9G0cWmxxlGa1Knojeuajue5/fs4B/Hf2jlNjaBDqy8R8IbSoFpBr2525lYye3+xwav3NI/yZmC+AqgHuOPReO/j4+Nhsn7DqBBbszXtEfWH9/WY7p5RLREREREREVNpplArUzOe+2INeX3gI607YP1Aiq+WHbqBFtQB0r+VbqPOJ7HE3RYcW0zdDls0zO+qNks3+feO7oCJnwSQiKjWYnKd8FffKNOl6E4DsvVRHLT2KxlX8UDXQs5gjKt1kWYaUOdOBZdYDZyTmj096BApByJwKDFBzWq8is7SdSTK3XUxC9qnoi2rLyJZwVyng6+PDdisiSZJhynyd7cnSc7kohrWuijHda5unwRfM0+Ar2UZEREREREREDiHLMqJCfQudnAeAMX8cR/3XmiHMn0s7knOcvZ0MOXPSRr1RwtgetdEwzA+Nwv3gqWGKh4iotOFfbsrXjH4N0LthZbwy/5BL4xjcsgrC/T1cGkNpEDFurUvqfWjSP+b6Az2wfmQHCDkslUC5M5ok1PhgfbHX+/A3+wAA1YI8se6t9my3Alh1JAajlh51ah3z9lzFvD1XAQCLX2qF1pGBTq2PiIiIiIiIqCxL1RkRNXGjw8p7pkU4WkcGMTFPTtXugSVeP91wDgAwsFkYPh3Q0BUhERFRETA5T3nSGU1okJl0dZYWEQEY3jYCsgwYJQl6owS9SUK1IE+0ieTa8gX1XNsI/L4r2mX1R99Lh94owV2tcFkMpZEoCOjfJAwrDt9wSf1X4tKgN0lwB9vNXg3D/aAUBRilvNebd5QbCekAmJwnIiIiIiIiKiy1QkTTqv44dDXBIeU92yYCdUJ8kJyc7JDyiHJyLT4dKoUAg8n2HhQHshERlU5MzlOe1AoR7z5SC5//c95pdeyPjsf+6Pgc9+0Y+zDCA/gmoyAm9q6Pib3r40B0PJ78cY9T6uhatwIGNA2Hj5sSaqUIpUKEKAD3UvVoXMUPvh4qp9RblomigC8GNsQXAxtizq4rmLTmtMPrqFHBC+8+Utum3TLS0xCfZkDbOpXh6852K4hqQZ44PK4dZv5zCYsO3nRImeN61kGdEG9olAqolQJUChFagwR3lQINwrh+HREREREREVFRqJUiVrzWBgCgNZhQ58MNhS7rnW61EJ+qx4HoeBi0Gage5AEfRwVKlMUjX223Jubf6lwDL3aoDh833scjIiqtmJynPAmCgDc618TQ1hF4Zf5B7L2ccxLdWdp/uiXP/Zve7oCaFb2LKZrSpWGYH4a1ropjN5KgM5igM0rW71qDCWl6U6HL3nzmDjafyX3d+uiZjxa6bAKeaByGXZfu4XaSFtosbaYzSkjKMBS63It3UvHqgtyWpzjFdiuk4a3CsOjgTXhrlNCoFNAbTdCbJGgNUoHLmrn+bK77pvSpj6GtI4oQKRERERERERFZaJQiRnWtia83XyjU+V9ssh3MVNlXg93vd3VEaEQ2Bresiv/tugIA6N2wMhPzRESlHJPzlK/r8en5JsldJSG98InKsk6tFDG5T1Su+2dtuYjPNp5zSt1JGQaOwi4CXw8VfhnWLMd9MYkZaDvzP6fUm6w18M19IYT4aHLs2PDc7/ux5dxdh9WjUogOK4uIiIiIiIiovBMEAf0ahxU6OQ8ATav6Q5ZlpOsMGN25mgOjIwIy9CZ8+98Fa2IeAEJ83VwYEREROQKT85SvYG8NmlTxw+FriQ4pr24lHyx+qSUECBBEQIB5vW1BuH+MUhShVjIR5UynbzpvLayGH/+DIC8N9rzfmQlFB0tM1zut7Icm/YMwf3dsG/MwFKKQ/wmUpwPRjlm/zmLcnycw7s8T+OuNtngozM+hZRMRERERERGVR8naog38CfRU48chTZGamuKgiIjMdl+Mw6Bf99lsm9KnPrw5sIaIqNRjcp7ypVGKeLpFFYT6e2DNsaKvq3zmVjIaTd5U4PPmPNccEYGeEASYE/uZuUNBMPd0FSw/Q0Bqqg4AkC5rIcO8Ho8s3z/+QQIEeLsp4akpPy+JWYObYFbmz2uO3cT6k7fgplJg76V7uJmkLXL5cak6GEwSk/MOVr+yr3WUdmyyFpP/Pg2NUkRssha7Lt4rcvk3EjJglCQoREWRyyrvTn7cHQAQHZeG6evOwNtNhRWHbxS53It3UpmcJyIiIiIiInKAqFBfHPvoETw3Z791YFL1YE/cSdYhVWfM9/x/TsfCKMlOjpLKo8G/2Sbm/36zHaJCfV0UDREROVL5yURSoSVlGDD2j+OuDgPDfz/g9DpOTHqk3PQ+1Bsl/Hn4BvQmCR+tPuXQsv94tTWaVPGHyNHXTnH0eiJOxCThw1UnHVruitfaoHG4H9vNQeJSdVh/4hY+dNDra3ibCIx+pBaXHiAiIiIiIiJyoEtxqTYzhl6+m2b3uW92rgG1UkTRh7kQ2do8uiPeWHQEZ26ZZz/VGSUXR0RERI7C5Dzly89DjcUvtcIzv+x1dShOt2Dvtfsj8gHIMI+493JT4pnm4VCWoVHg3/x7HrO2XHJ4udWDPVGnkg8TvE6SojWg76xdDi+3RgUv1AnxZrs50MCf9hToA31+HqlfkYl5IiIiIiIiIgc7dj2xUOcJAtCtXkXHBkOUKTLYC1KWWRmu3kvjoBoiojKCyXnKV1K6AeNXnnB1GMXikw1nc90nyzKGtY4ovmCc5FZSBq7dS0eLaoHYezkeeqOEe6k6h0xlv+ntDqhZ0dsBUdKDZFnG0euJMEoyXu5QHbsvxUGWgVM3k4tc9h8vNkGzGpUcECUBgM5owtFriXjj4RqYszsakizjZEzh2+nRhyph1qAmDoyQiIiIiIiIqPy6Hp+OEzFJMOc4BXjZucxlrYpeWD2iHdzVXAqQikfPBiE4F5sCABi97Bg+WHkSof7u+KBXXTSp4g9vNyWT9UREpRCT85Svu6k6XIlz3OjPkibUz936s2XUvCwDjcL9EOrvDkEA/NzVeKZFFRdF6DgGk4TWM/5zaJnuKgU81AoMbxOBGhW8HFo23bdg3zWHT2Mf6KnGk41DUCPYw6HllnfvLj+ONcduFrmcCt4aVPJzx/s96zggKiIiIiIiIiICgPafbinUeedjU5mYp2I1qmstvPFwDdT4YD0AIMNgwsU7qXhuju3yrz8PbYpu9SpCEJioJyIqDZicp3xVCfBAzQpeuHAn1dWhOEVMYkau26NnPlrM0TieLMvYcSEOiRkGiALQsVYwtp2/67DyMwwmZBhM+GLTeXyx6XyOx4T6uWPXuM4Oq7O80BlN2HgqFgCgVghQigKMWaazKqp7aXr8uPMaftx5Lcf9DcP9sHpEW4fVV9YduZaAGwkZqFvJG2uOFb28Oyk63EnRod0nud80WD2iLRqG+xW9MiIiIiIiIqIyznKP7InGoVh5JKZQZUxYdQJT+zZwcGREuVMqROs9aqNJwpID1zHhgQE8L88/ZP15eJsIfPhYPSg4op6IqMRicp7ypVaK+LhPfQz6ZZ+rQ3GonlEhAMyj5eUH8p2CADzVvPSPlAeAjadu49UFh10aw9DWVV1af2k1cfUpLDlw3WX1P9k0zGV1lzbnY1PwxOzdxVpnqJ87Qv3d8z+QiIiIiIiIiBxyjyzUj7MPUvEzSTL0Rgk6ownd6lVEg1BfnItNwd0UHWISM3Dlbhr2XL4HAJizOxrjetaBQuQsD0REJRWT82SXo9cTXR2CQzQK90PzCH+88XBN+HqoXB1OsehcpyJe7RiJ6wnpgAysPXHLaXVV8NZg/wddnVZ+eTP6kVpI15tgkmUcjI5HbLLOKfX4uytxZGJ3p5RdXtSs4IUJj9bFkWuJTnmNLX6pFVpHBjq8XCIiIiIiIqLyokvdinitUySuxZvvkcmQse7E7QKV8cmGswjx1eCJxhzQQI4nyzK++Oc8vt9yEQDgpVFCZzTBYLJ/Js2KPhqInN6eiKhEY3Ke7KIoA/+hd61bEb8Ma1ru1t6JTdbiicahUCkEKEQBiRl67Lp4zyl13UnRIWLcWuvjv99sh6hQX6fUVdbJsozEdAPe7FwDKoWIm0kZTpu9IiHDaG03hSjg7zfboW4lH6fUVVal6U1oXzMYXepWRIdaQXhvxQmHlv/ML3vv/9wiHNP6NoDI6cmIiIiIiIiI7KZSiHivRx3r47spugIn5wHg7aXH0Ll2xXIz8IeKj9YgWRPzAJCqM+LRhyqhVgVvqJUiNEoRGpUIN6UCGpUIjVIBN5UIN5UCvu4qBHlpEOCpduEVEBGRPZicJ7vMWH/W1SFkM7VvFNQKETLu9xwUYE5WZWgzIABwdzdP+eznoUbXuhXKXWJ+/5V4DPxpj8vq33b+LpPzhfTDtkv4dMO5Yq/XJMnYdTGOyfkCipq4sdjqWrz/Oj5+PApqJueJiIiIiIiICiUmMQNtZ/5X6PMH/boXa99q78CIiAB3tQKbR3dA1y+3W7etPX4La3ELjzaohA8erQtvNyU81UoO2iAiKsWYnCe7PNqgklOnQ8/PxN71oBQFKBUiFKKAHlEh8HHLvXdqcnIyAMDHp3wnGB8K80WbyEDsvuSckfK58VQrsGd8lzzbiPLWv0lYsSfnfdyU2P1+F3hp+F9DQX024CGM+eO40+v5/bnmeLh2BafXQ0RERERERFSWVfJxw8BmYVh28Eahzj91MxkR49Zi8Uut0Kp6gIOjo/KsRgVvRM98FAAwYuFh6z35tSduWX8WBPOU994aJfw91agW5Imnm1dBu5pBLoubiIjsxwwM2WXW4CaYkqZHkymbHFLea50iERHoAQECBAHWEe0CkPkYEAUB8Wl69GsSBrVChGXQu2Wf0SRBEIQs55Tv3oKSJGP5oeu4m6KDLANS5tpZzSMC0CwiALIswyTJuHov3ekdLdL0JhiMklPrKEskScYfh2/gTrIWsgzIACRZxltdakKWZUiyDEkGfth6yalxJGuNMJrYbvYwSTKWHbyOm/eSIcuAUq3Gm51rwCTJSMwwYNG+a06p916q3inlEhEREREREZUXOy/E4cytZNSq6I3OdSrgv7N3Cl3WM7/sxZQ+9dGnPhP05HizBjfBt5KM6HtpuBCbiqQMPRLSDTh6LRFnbifj6r103EzS4tTNZPx9/BYOf9iN09oTEZUCTM6T3fwduI5SQZKMH685XeDyv+hXF93qlK+egmNXHMcfhwrX27coIoM9IQOQZeCl9tUxqGWVYo+htJu05hTm7blarHXWqOAFSZZhMkkY2iIUL3aqXaz1l3aT15zCXCe2mUohoEqAB2QZqOznju8HNYafBz9cERERERERERXF9fh0DPltX4HO8XZTIsTHDRqViJMx5tk6W1YLgEohopKvG/o1CYNJl+6McImgEAVEBnshMtgLeqOEWhPW53jcnOeaMzFPRFRKMDlPdhMEAdEzH8Uv2y9j2rozrg4nT+/+eQaVfDUQBBGybF6TXs6yX5ZzPk9GLjsAfPVUI7SJLJkJ/2v30l2SmAeAf9/p5JJ6y4r4NH2xJ+YBYPPojgDuLwFBBePMxDwAPNe2Gsb3quvUOoiIiIiIiIjKkzO3ktHzmx0FPi9Fa4SbygB3owJLXm6FVtUDsx2TrHNEhERm/52NxehlxxDgoUaApxqpOiNStEbEJGZYj6ns64Y/X2+LIC81lArRhdESEVFBMTlPBVY92NPVIeRLBnAzybHvir/efKHEJuerBHrg6ebhWHLguqtDoQIK8FTjxXbV8OvOK64OhQrg7a618NXm804r30vD/56JiIiIiIiIHCnQSw03lQitoeBL+t1NMd9n/HDVSWzKHPBA5EixyVocvpqATadj8eeRGABAYroBJllG7Yre8HJTws9djQo+GvSMCkG4vwdEsXwv80pEVFrx7j8VWJe6FRE981G7j5dlGb/tvIIdF+IQk5iBi3dSnRhd0Y3rWQd9G4VaH1tG0wd7aVwVkl1m9n8IM/s/lG373N3RmPjXKYfWVauiF+pV8kGdSj5Ysv+adVp7wPx8yTIgCgL6Nw2FRqlwaN1l0YTH6mHCY/WybY8Yt9ah9agVIh6uE4yaFbwxd3c0AECn1QIC4O4WDwBQKUT0axIGtZI9bvMysmtNjOxa0zrzwKVEE56YvbvI5bavGYQgLw0CPNVYsNc8Ot86n4ds/mvUpIo/okJ9i1wXERERERERUXlSwdsNZ6f0tNlW7f21uc6wmdXwNhEwShK83VSYvu4MhreJQGU/dydFSuXNoasJ6P9D9vtKb3augVFda0HBJDwRUZnC5DzZbd2JW3h94WFXh1Egz7WNsHksy8CR64mICPSw9i4UBUAhCFAoBPi6q6AUBWw/fxcAUKOiF5pU8XdB5I7zVPNwhyfnz8em4nxsKnD0Zp7HXbyTio96Z086k33Wj2xfqOnWcqM3Sdh4KhYbT8XmedzV+HS816OOw+otDxqF+zmknB0X4gAAKzN7SOfm4rSenLKMiIiIiIiIqIjWj2yPubuvYvH+a3keNydzkIPFgeh4rHy9rRMjo/Kkdoh3jtvfeaR2MUdCRETFgcl5stvVe+muDqHAft8VneP2Y9cT7S5jTPfaCPPPuSds1tHilseyjMyR5JlbZSDU3x1ta7hmSnw3lcJmpoMrcWl4+POtxVJ3eAB7EBdF3Uo+Nm336YazmL31ktPrrRZU8peuKGkEQbC2VVKGAU2nbIJRsqPrfSHpjBKT80RERERERERFVCfEBzP6NUC63ojV+QxCAYAwf3cMblkVTzYLK4boqLzYeeGuzePaFb3xziO1XBQNERE5G5PzZLfXOkXitU6RhTpXls1TnUuZCWtzAlu+n9yWgavxaTh8NRGSLMMkyfhy03kkZRgcdwGF9NnGcw4pZ8VrbdC0qvNG4S/adw3jV55wWvmFcTtJ6+oQSoU/Dt3Au8uPuToMq1i2W75WHLqBd1zYZjqjBM+SvdIGERERERERUYkwbsVxLDlw3SFlrXy9LYK9+YGcHCtZa7T+/PHj9fFsmwjXBUNERE7H5DwVC0EQIAiACNv1cWRZhpSZtO/xteOm73akRxtUgvDAsj5C5gYBsO4TsuwTMjcIMF937YreaOygaa9zU5LWCBcE4OyUHlxv3k4qRclYN0qtEHFqcneoOCI7XyoXvd7mPd8CHWoFu6RuIiIiIiIiotLIkffMmk/bjCl9ozC0VVWHlUk0sFk4Pll/FvfS9Jj41ynM3noR7ioFBjQNw6sdIzl7IhFRGcPkPNlt+roz+Hn7ZVeHUew+7lMfQV4lv0fsgKZhGNDUdkqt0zeT0evb4u/04O+hhoCSkXAuDfo0CkWfRqE221YeuYG3lxbvyGw/DxVbzU6PN6yMxxtWRnJyMgCg/69HcOFOqtPrZccJIiIiIiIiooKZ3CcKk/tE5bjv2r10dPhsS4HKU5eQQRZUtjzeqLJ1idbYZB0A4PN/zqNv41CE+Xu4MDIiInI0JufJbn4eKleHUGCfP9kQIT5uEEVAFASIggCFeH/ku4WcbWlo85T7FX3cSkxiPllrgMEoWWcaMEnmL8vP5u+wbtcZTVi0/5rT4hnSqgqm9m3gtPLLElmWcTdFB0EAJEmGydJmEmCUJJu2M0oSkjIMWH7whlNiaV8zCPNfaGl9bEku+/j4OKW+skBrMCFVZ4TRJMNgkmCUzN8NJglJyam4l6Z3aGL+9+ea4+HaFRxWHhEREREREVF5IkkybiZlQKUwz+GZ9T6MSba9nxabXPCl/QK5zhw5QZ0Qb+vPXetWxPA2Eage7InKfu4ujIqIiJyByXnKl85owpS/T2PBXuclep3h8QYV0DMqBJ6a0v9rfvVeGjp+ttXVYdiQZeBmYob1A02glwZeZeC5dobZO67hp50l4/WjFAXcTMywfghVSUa2Wx5kWUadDzcUa52J6Xpcu5cOSZahEAWEB7B3NBEREREREZG93l1+DH8eiXFa+Tqj5LSyqXy5mZiB1xYcwrEbSTbbP3ysLqoGerooKiIicjZmZChPsixj9pZLTkvMq5UiROH+qHbLWu3mx+bvgmAe6Z71OACZ281JYsvI96hQH3z1VCMYtekAUCYS8wBQ2c8dTzYNw+YzsdaR8cYs311h4b5rWLgv59+Lxx6qhK+fasT1kDI93qAC1p2+i+QMIyRJhkGSrG2XfdYG59py7i7azPwvx319GlXGF082ZLtlIQgCxveqg9lbL8FokqE3STCaJMgABADOePnltpyBWili3VvtUKOCd477iYiIiIiIiAh4vl017L18DwZJhmwdKX9/NkNJNj/Ouq8gRiw6jBGLzD+/37MOXukY6fiLoHJhx4W72RLza99qx8Q8EVEZVzYyl+Q0G07exjf/XnBK2YIABHtpIOSQjLcm6y0/Z05LL8CcLLPMSm99nFlmfJoew/93AEaTEQIAhVKZeYzleAFy5pT1MgDIQNMIf7zTrVaJTkiqFCI+e7Jhgc45fiMRk9ecxr00PfRGCTGJGU6KLru/j9/C9H4N4FOCn9PiFO7vjh1jO9t9/JazdzB93RkYTBIS0g1IyjA4Mbr7Vh+9ielPNCjRrwVXeLlDJF7ukPMH7eTkZOy4GI9PNl+B3ijhdiGmw7OX3ihh/5UEJueJiIiIiIiI8hAV6ovd73cp0DkX76Ri/J8noDOaYJJlnIxJtuu807fsO47IQpZlbDodi0NXE7ItSdq+ZhBqVPByUWRERFRcmJynPHWpWxGtqgdg7+V4h5ctyyjWhHFu9kfHo1/jUNSsWLYSXvsux+Pg1QS7j69d0RvjetaBUiFAIQpQKUTzd1GENiMNSlGAr483lKIIhUKASjQfZ3mszDxHzJzpgApvyYFrBVrD/MchTeGuVtxvE4UIleJ++ygV5na0tJOlXRUKARlpqVCIAvx9fdhuhfT1liu4Fp+e73G/P9ccaoUIVWb7WNtGIUAhilCKgvX1Z9mntPwsChBFtg8RERERERGRM8xcfwb7o/O+//n5kw1Rv7IPNErzZ/tgbw3cVIpiipBKO53RhKZTNiNVZ7RueyjMF6laI6b0jUKbyEDemyMiKieYnKc8qZUiZvR7CA9/vtXVoRTZ+F51UL+yr3XqfAHmEfgVvDWoHlz2eiR2qVsB09adsfv4c7EpeG7OAfi6qzB7cBNolObkvCgIkAHoTDKSMgyIrOAFHzeV8wIndK8fgo2nYu0+/tUFhwAAXzzZEDUqeEGRmYCXZBl6o4QMg4wwf3cEeWmynSvpzKPk+ea/8DrUDMSFu/kn55/7/QBaVAswd4IRza8vkyTDaJJhkIyZH/D5oZ6IiIiIiIiouA1pVRWbz9zJdf//hjdD5zoVizEiKmsaT96EdL0JAFCzghe+ebox6lX2cXFURETkCkzOU762ncv9jWlpMn3dWZvHfRpVxuudapTJxDwAVA/2wsZRHdD96+0FOi8pw4DBv+7L85jomY8WJTTKR78mYfDSKPHy/EMFOu+d5TmvVW7BdnOONztWhdYkYOG+a/keu/9KPPrN3p3jvnY1grDgxZaODo+IiIiIiIiIstAaTLiRkAG9UUKy1oCnf96b7zlNqwYUQ2RUVt1KyrAm5gFgat8oAEBCmh7+nmpXhUVERC7C5Dzla3jbagjxdcOrCw67OhSHWn30Jg5dTcDO9+xfC7wkkGUZn208h9lbL2Xbp1GKkGQZkgyYJLnAZXuqFfB1V0GjUkAQAIVgHoEtSxJEUYBapcTILjUccRnl1rnbKTl2mChK26mVInzclPDSKCEK5unPFZbvorkdB7Ws4qhLKJdkWcaLcw/i37P3Oyt5qBUwSbJ59LsdbebtpoSfh8q8pEDm7AaCkNlGooj3e9Vx5iUQERERERERlWmX7qbilfmHYDBJMJpk6E0SDCYJBqMEgyTDYJIg23HLJcTHDWqleYm5akGe+GTAQ/DW8DY6Oc5TWTqEnJ3Sg8sjEBGVM3xXQXapX9kXAZ5qxKfpXR1KoTzVLBytIu/3cBXMk9ujQ61gV4VUaFfvpeeYmAcAnVEqUtlpehPS9CaIAqxT2j9Y5vNzDuZ6/rDWVREZ7IWIIE90LIXPbXGwTEH/oKK0nd4oIS5Vj3tpemuHigfLO3bjBN5bcSLH859qUgn1wgJQPdgT7Wuy3XJy9V66TWIegE2PZ3ukaI1I1RlzbaNHv92Z67kfP14fggAMaBoGDzX/6yYiIiIiIiJ60Pw9V3HxTmqRy7mdrLX+fDkuDc2mbs52zPYxD6NKoEeR66LyoZKvO6JnPoq1x29hxKL7A+AahvsxMU9EVA6ViTv8WoMJP227jFSdwTpi1JJYVIgCjlxLcHWIpd5rCw+V2sQ8ACw9eB1LD17Pdf/Hj9fHs20iii+gIogI8sSqEW1xJS4VAgSolSLUivvrV5tkGVLmd5MkQ5LNa1rfTdXh0w3n7KpDkgHJJAMo2AjueXuuWn9uWS0AS19pXaDzy4M/X2uDbefvQoYMtUIBlUKASiHatJ0xs90so7J3XozD6qM38y1blgGjbN8o7qyWHr4FHL4FAOhSpwJ+G968UNdWlkUEeWL1iLa4HJcKN6UCaqUIoyQjJTUNBkmGSu0Gg0nCnkv38Nex3NuqsG008a9TAICPVp/C4Q+7IYBTnhERERERERHZ+OixehjWuioEwTwox2iSYJTM98WM0v2fTZIMgyTB9MD26/Hp+GLTebvq2nQmFi+0q+bMy6EyxiTJ+Gn7/QFXz7auig8erefCiIiIyFXKRHJ+0b5r+Gpz/m+c0nTGYoimbDl6PRF9Z+1ydRhOt+TAdQxpVRUCAEGA9U18SdUo3A+Nwv0KdM7hYu6kMuJhTn+fE39PNfo2Di3QOaduJjspmuxebF+92OoqbRqG+6HhA6+75GRz2/j4+AAAjl5LdGoMD4X5wlPDHtVEREREREREDxJFAdWDvQp17uhlR/Hn4Ri7j990+jaT82SXPZfuYfuFu/ghy0yoNSp44eM+US6MioiIXKlMJOefbRMBT40CiemG+6OGJcAky5BlGdfi07H66E14cm2gAvth60VXh1AsztxKRuT4dTbb9r7fBSG+bi6KqHC0BhPupuggy4DeZILOKJm/DBL0JgkTHq2LqWvPOLTOF9pVw4ePsZdnUWVtO53R0nYm6AwSOtYKxpHriTh2PdFh9fVrEoovBzbKllwm+yVrDbiVpIXWKEGRIiNdb0KPqBD8e/YO4lJ1RS7/7zfbISrU1wGRUklx+mYyjt1IhFohQpU564laaZ49I+s2lUKEWilCpRCgVojQKBXwclNCIZbsjmNl3V/HbkKrN0GlFKwzn1hmr1EpRWs7Wts0c5uHWgF3laLEd/wry2KTtfj3zB2oFAJMBh1UChF+3hlQZXm9mdtRyNKO5u9ebkqoFKKrL4GIiIiI8pChN8EgZa4tbzKvLX9/vfksa89nfumNsu1jk4ykdEOB6tx7Od5JV0NlyZ0ULZ75Za/Ntsq+blj5ehsXRURU/AwmCedup+BGQjrupOgwtFVV3iMhAIAkyUjTG6HNzF+Z/x8357TM/0dn/p9uvP//elJKGgwmGTUr69G2RpCrL6HQykS2WiEKeKp5lRz3SZKM/dHxdk0JTdnNGtQENxIycC9Nj/UnbsEky0hMN2DlEft7kpZGXetWhL+nytVhFFiLaZuRrC3YDBGW6fALq1eDkEKfS/c1mvwPtAb7150XBEAUCt92/RqHFeo8MkvWGvDQpH+cVn7zCH+uXVcGbb9wFzPXny30+d4aJVKyzALUvX5FNKsaAA+NAl4aJbzdlAhxByr7la6OZaXF5xvP4Vp8eqHOVSkEeKiVSMq4f8Pv3UdqwVOjhKdaCU+NEkFeatQJ8YGvR+l7/1HSXbyTivErTxT6fA+1Aul6k/VxnRBv9G0cmtl+5tdfRJAnqgV5MpFPREREVMy+3HQe3/57weHlmjtOC9aOuHdTbDvhP9c2wuF1Utnz4O8NANxM0mLXxTj0iKrkgoiIio/eKOHx73fi7O0Um+19GoXC1533PsoqWZZxJ0WH87EpSEg3IF1nRKrOiBsJGZizO9p6nJ+HCskZBhQ2NfXYQ5XKT3L+xI0kfPbPORiMEmTI5idNBiRZhozM77L5yc/6WMrcZjSZIMuAIIrmY2Q8cFzu5yOzPlm+/13OsW5YY3swaaXkiLMCUypERAR54stN5/NcR7m47RrXGaF+7rnuL4+jgSVJLnBiXq0QEeytgSgCCkGAKAgQRQEKQYAgmF9XGQYT7iTroDNmTxz/907HQk8XRvdJklygxDwAVPJxM7eVmNluAqw/A0CGwYTkDAMScuj5vXpE22zTs1PBJKTp7TouwFMNd5UCoggoRdHaTgIE6IwmxKXqkZrDkivLX2UP6rJoaKuq6NOocubIDfMMGUaTbO0Zqs+lR6jWIOHItQT8ffyWTXkbT8Vi46nYXOub+3wLdKwV7OzLKjf+fL0NtAYTDCYZeqN0fzRO5ugcvcmUfQSOUUK63oSZG87aJOYB4PN/cl+SqXZFbyx+uVXZ6EVbAjSL8Mfe97vAYJIQn5gMvUmCxt0jS29s2do7W5/ZbgaTDJ3RhDspOpvpJwHg7O2UPDvafPhYPU5xSkRERFQMZFnG8RuJue7/YXAT82xJWWYmuz97kmD9+f5sZuZtSlHgqE5yiKv3snfwXvZKa7SoFuCCaIgK759Tt/Hy/EOFPv+VjtXxeMPKqOjjBh833u0oi87HpuCx73ZCn0MeKSeJ6QbUr+yDvo1C4a5WZJvRMOsMoyqFebtGKUKXkQ61UkTFAD/nXpCTFehVcOR6Arafv4uqgR6o6OMGAea1fJSZST3LWt0CADHzZ3M+3PzdZDRCEAC1WpXlOME6AtS83rflMSBAgCjePz/n4wRrXYLlnMxjFVkSjd5uSjSN8Hfw01c+aA2mEpWYB4C2M/8DYP49EbP8/pmTXvd/V6yJy8zfA8vvSuvIQEx/ogHUyrIzukkQgDc718Dc3dFQZCZt41L1aFsjEO4qBZSiCGXmHzFF5vMhZXZ2kWQZd1K02HXxXoHqHPLrPtSp5HP/NYjM9hAfeJzLa1QUBMgyYJTMS1CYZBk3EzNwIDohx/qeaVEFoVlGhGp1OvRvFILS3gdDEIA3Hq6BeXuioVSIMJokJGuN6FQ72OY/H6UoQiGan0PLEh6SLGNVAWcG6f/DbnSoFWz+u2wyQQCgVqkK3G4mWYZJMn9di0/H0Vym3X+mRXi2zjR9GoUiPKD0jgyv6OOGPo0qY8vZO9AZJWiUIlpUC7BOg6xWitZZKUwSEJOYXqAp74b/vt+mDSx/6wTr48x9MG9Hlv8fLcdJsgytTg9JBhRKJRLTDdh2/m6udb7eKRIeatv17KsFeeHRh9iT21E8NcpCL7FzMzEkW3I+P8/+bz8616mA/w1vXqg6yVaQl6bQ5wZ7azB62TG7jz8Xm4ImUzbh07510KMeO1gUlUapQIiv+e+br9LcIcreDpxagwl/Hb2JmMQMu+ub8vdpfLbxLA5N6MZltYiIiIic6OvNF7D1XO6fc1ccjoFCROZ9MhEKAdZ7hJZ7Z5Z7h7Y/AyYJMFo63koyjCYJRknGudspOHUzGTvGPlyq72tQ8WgQ6ovKvm64maS1brvngKUQiYqbt1vhR7r/OKQputevyE5PZdjnG8/h+y0FXyJ7at8oNK5SsLxtcrJ5ULZPKZ95skB3i7wze7QkZxjg76GGm0qERmVORCgV5jc5ysw3MiqF+bs5mSRAKQowGg1QigI83d2sxyhFMfNYS+LQ/LNKFKDM7KmozDzO/D0zSZX58/3tmeeLIhRZjuP6rEVjMEmYtyfa1WHkypJYNs/BYL8/Dt3AH4duADDfMN8zrjOUpXwaUkEQ8M4jtfHOI7Wz7ZNlGQaTDKNkHglmyvxQYflwYTDJSEjXY9fFPQWq82aS1ubNpbMt3n8t27ZdlxKw8o32xRaDMwiCgHe718a73e+3nSTJMEjmUbXGLB8CbX7OHGF7O1lboMSvUZLx39k7zriUHC3efz3btp+3X8bxSd2LLQZHc1Mp8M3Tja2zdHh6eVtHylraxSCZR2IaJQl3UnTYe3mf3eXndXPBWWY/MDLUorJfmwK/SSLHq+znjuiZjwIANpy8hVcXHLbrvFbV2Ru/JOjXJAz9mpiXE4kYt9bu86oG5D5LEBUPN5UCu8Z1BgBcj09H+0+32HXeYw9VhqYMdQIlIiIiKomeaByKv47dxJW4NABAlzoVoDdJSNEaYZQkxCRmQJJk6wAHY+YAAylzsIFRMs+KldOMdvl56qc92P1+F0dfEpUx4QEe2P1+F5yMScJj3+0EALy28LD18z1RadE6MrBAv7f7Lt/D6GXHEJOYgVcXmEfcP9c2AhV93BDi44YKPhqE+Lihoo8bO7WXAVGhvnYfO6BpGD5/sqEToykdCvRb37ZGEAY2C0NCugFagwk6g4T4ND30Rsk6ejJr4siU5U2PwSRZHxcnpShkq3PWoCYcCWinFYduYPq6wq+PW1qUpl5bm0/H4sV5B10dRp7cVKJ5tH5mBxud0fy3Ij8fPlYPCgE4diMJAgCNSoRGqbCOQra0kqW5dDo9nmlW2WnX4WhJ6QY0nOy8dcqL6sF2S9UZkWLHUgkfPlYPAoBjNxKhEARru2mUIsQc2g0ABjQNd8o1OMuJG0no/f1OV4cBX3dVlk5wol0jOT3UCrzzSG0oRQGnbyZDazRBoxQzR/mbX19Z+7FlbafqQV5oxCUQHOJOshbD/rcfMQkZEATkvLQPsi/bIxfxbVN8WvalLajgVh+NwYSVJ62vj+Jqvwdns6CCy9Cb8ObiI9h3+V7ma0+2rmcmZVkOK6eluori7O3kUt/xk4iIiKikiwjyxJZ3O+W4b9Ave7H7UsFmiCyIyX2inFY2lT1Rob64PL0Xqo9fB8DcaXvz6A6oUcHbxZER5W/XxTi8PO+gNYeSOVm2dWZtywyflhmwRUFAitaAyApe8FArcOFOKgDg913ROZa/6MWWaFOK1w6n7EuM5yXrwNkHZZ1FVoBlFlnbGWMtyQaFKGDxS61Qt1LpnFa5QMn5Ct5u+HRA4Xs0JCcnQ5ZleHp55zoC1JzAN4/kNWaO9DVmTe5nOc46pZBlZKl1VPD983VGU7bRgDsu3GVy3k7d6lXEuD9PuDqMAlk/sj28RQMgCPDx8bZOVWVZ6kDIfFxa5bT2e0mzfezDqODtlv+BRWQZtVxamIp6p9/Jdr7XuUjTNpdlepPrX3fv9aiD1zpFFugcy2vE3umbyXn2R8fj7O0Up5XvpVGiXmUfSJlLVSiUCnhplFz32kGmrzuDlEKMprFXi2oBNh2ZBAhoWyMQVfyd/39pWXc9IR2bz8Q6tQ5L+1k6bwgQ8MGjdZ1aZ0mQoTchTW+ESiGioP1ci/yWyM7zUzLMHZRk5f2OSnIBZ9yyqbaIcRf29OQMA45ciUOTcN98l3MymCRk6E0212yu+37tlq6TBXkuLNeeta0L8nxYDhVy2IYs+yzbUtLN8RsVuXfwlR8IQBCEbNtyq8t8fk7H5XJROR5rX5mHL8dDrRDR9aH834+l602A9oG2y7Gi3MLMviPn68zl/BwOtvc6s9afmmpuN62gzSNW+8rNrU3sva5cfyfs+P2VZBk7z8aicZgP6hXz++nzsSk4GJ2AZ1qEl6rBBKVRQroBJ2+loF1td/iW8ulRyVagk+9vvDjvIEc/U4GID9yP7vrlduwe1xmV/ThjGpVsv+64jDS96f/snXV821bXx3+STHGYmbGYMjPTqINue8bMDF3H1DF1+I6Z12GZmSHFlNI0SdNAwzFb0vuHbMdOnBhizv1+nj4RXElnuRHce875HYePO1DRZFqODZUiIkgMhqag0rFQalmotCx6JYaidxKZt/R3JveKw1XDUk1KNsZvbR3LYW9Zo93n4QyZLsJfm+0P9n+KKnuGc94VUJRBrt6DiUB/768EQ1NYct8YhEhFZGDjAN6QVu4u9QotkuMkAICwbtRC8VVm90/E7P4dP/4v+mAzisxeeNbIjQvpUFPLvARFi0aPok7qhrfn9vFZkDI0QFEIkTKYNzTNUNue6vCxSRCICpZYHbjd+NVOrLNxr+XHh4I2lAgR6qPBlOFOUxQ2nzxvlw03jc5EiJQBKApBYgYX9I5EkJhGZHg46bcuGJweadF3z/97uNNoz/z4UMvyLoZ+qmnR4KQhUrQzKAq4d2KOaeZ7ZFY0BqZFGEq8kAxMf2ZO/ySMzo5Bg1KLqmY1XvrvKHQsZ4oe7oyxuTGmMj0i2rIuIkMJpX/6JUeYJm5JQIZ72PL4JJxv1aJRpcWu0gZ8sakEpXVKm8eNy4uFmDY+C9rqXDI0bah9SePG0RnIi7eeLeFvQWi+SF58KA49Px31rVo0KLV4c/kRwyR81/deYWoEIuViUxkt431nfh/Gh8lwz6QciAPs+fzz7kosXGm91AnBu3x2dT+kJ0R3up/jeAx+bYsHLSI4Qmn/tC73rzhSi0f/CnzVOn/k4cmZ6J0e32Wb/gs3dfs6MjEtqPPwbcHBITIRLiz0H7U4f2RPWRMeWnwUwGFvm0Jox8dX9sXMAc6Pa96/aiBGZkVjwZ/2JR3JzFQAxYxQhrWzb/5bxmTi5rEkEJrgONuemISRr6w1rR8910yc8wSf54vrh0KhFRIWeMBUJoQzJeAKibOCgragpH22UYV95Q34vw0lAIDZ/RLx3IV9vPhfQXAnMjGDV+b2t7pv/bEarDhcZVJWN/398G1/L3qOx8bjXftHQmUixIZKcffYNGTHyJEUE4HYUP9NNOwRxRwoChiQGoHQAHTUupuJBXGYVBDX7frUE/JjMTY31jAhTbU5Gam2CU6jXEWbDApM+2mDE8KYAS+iaZMsMEMDA1MjLRyLgTyZvelELa79YqdDxzw5qxdkYhoURZky8miDJAhlJglCUQBGpgsyr2bSvEqVCjwPSGUyYTuEl7Ag/Sq0/XVXeQc52MKUCIzJJZI0RpRaPS76YItNZ5w5L17c1+K+MMq5GPvL+PPyISmm/jLvPx48WM665DLHA38VVYHjAam0Dqxh36C0SIzM7nzitydiXhusK166uK8h8MUowdP2XKMow++9XX9wVvrNuH64sgmHzjaZ1jmeh1RE45oR6ZCJidy1qzhW1YJWjQ5Am/NNpVSAByBvET4SWd5M0Yc1V+sRFH3M1X6MKj8qLYu3Vh232475Mwtwx3jH1BF6Omodi4Nnm0z3GGP2XcFywv3E8oKqkp7l0dTSCj3HQyJVmVSXjP1lruqk0XM4VdOK3zqR2bLGpscmIjVK7sb/2sCjvF6J6ma1SdXI2H8ATHVAOd5ysG+PipZax+LHHWV2lf4AgOl94vHB1YMCzsnuLMQx77s0KLsuVeLpEnIE17L/bOCOYT3Fa5f2AwUrAcedxCBb29w+mUOrUWN8TlT3jbOD60ZmmMbrJ2tasKu0AdP7dB0UQOg+JEbdd2lUOVeiq16hxf8+34Gj56w/V4PEDC4dnIwQqRhBYgZyCQOZmLaQZm4/nj96rhl1Cq0hcF4oofrFptNgeR4SEY37JuV25z+V0IMwf0/dMzEHk3uR5zzB96FpysK3drZRhePVLWYKgMLz0ly1OEIuRnhQ2zHfbCslzvkeyoT8OEzIj3P4uK0nz+Pqz3eY1lvUQgnehxcftdr+rgnZiJCLIWFoU7KcyBBsZ0y6EDOGbYZ95glQNC28840l3AVfCQ+KojAwNcLlSd89wjkfIhVBpXNcdoMgZPp+ecNQfLT+JF5ffszp86w/VuuRLPyeUJ9E64Ss/ctLrT+wPMGuJ6f4dQSTK+F4oMQg7WIvT/91yE3WdM2B56YFpPKEs+jslLV/ykP91ajU4ZHp+R65VqCzrrgGN369y6PXfPPyQhw914xrRqQjI1pOFH26wTWf78DuMw0eu94FhUkYnhmFeoVWUJDxpBRUgFHZqMLY19d59JrPzOmN6sZWDE4Nw9T+aeTe64TxuVHYcKLe22YQrDAsPbzL/Ro9GfP6Ko9NybLZJiPKPVlzT83uhSBJ2/vKqvO6HfY8Ho1NeCvbVGo1AEAeJJRnMZeQb39uClQH6Xp7bGzfZERmNNKiXR8kZ2/gf5/EEBy2ocpii083lpiW75uci1HZMfhxRxkAWEx+Cz/NfgXm9V/bVk2/x7Z16/vb/YDa1H/Nlu07OW+bGc7ZgU73Wz+fPah0LJRKFdKigjDChqLUsIwIDEkLx+6yNiXCIy9Mh1zif1OmgaSi1Z2km6omdaeOeUD4+/h+e5nT57eGlKFxywhSQpVgmxGvrDEtXzcq3YuWEAjOM/rVtbYbtcPHq70SfJBROTEWSrb1Ci3+b8MpJIcy+GFXJY7VWPpZ2pc3dyUPT83DvZNdG4jnf1+aTsDzQtQOwXnumpCD1UeqHaoP4Q16gjrC5F7xpocSx/HQspwpQ9qYefvXvrN4+m/3S7LNG5KKIAljFlkMU3Y+TVEYnBZJHPNmhEhFOLVwFgChn7QsZ5FFzfE8Plx30iT34y7m9E9ETIgUFAXodTpQAGQyqanfhmdGEcd8OwamCbL2PM9Do+dMmex/7CzBs0tOuPx6149MN0XqC/1izL4XyhHcPt72BC/BOjzPo06hNWVG3/bdbruOu2FUBqb0ireIsjRmTYho2nKbIfpSLmFIJq6LUWlZtGh0UGs5fLOt1G7H/Jc3DIFMxECtVkFMUwgPC4GIpg39R0HM0AbZeQpimoZERCNIzJByHy6mUamFSsfifIsWD/yyz65jRmZF466J2YZ7jzb1l+leNPWj8FNM05BJaEgY2qrz3TjRSxzznZMTG+ywc/7HW4djVLbvBcj2NCeFTMwgMzoIp+tUENGUyd3JdjOjfueTkxEXKuvWORylp/UdAFzQLx5hMhF4RgIdy7lkPDd3UDJuGev578ZA6j97+fraQpypV6FJR+OBX/ajRa3v1vkWrXH9GKOnUvxifJeqYyFSEb68pj+CQ0Jx49e7sPF4Lca9vh67npxMvhf8lN5JYRaT+Ua1szaVurb5M2s/jW3GvGY7kHRKr3gESRiMdyIjkNAzKUwJN5UlHfay4Khf98gEZMYEe9MsAsEh3plXiD/3VQIQnp1Am1ooa5g7tVY6d8+ZegxO94wiESHwiAqW4IlZvdDc3IyLCxM6jDVYjodSq4eONagsGtVNzVRQ26uhnqptxTN2jLveWnUccWFSjMqOgUzMIEIu7vacb49wzus5ziSRSXAecxkSZ5GJaah1HTNQpSIaPAQHVEyIFD/dOoJIw9oBTVOQ0R0Hmb0SXTsJ8vbcXphSENOjJlfcDUVRVjMuB6VFuuwa90zMsZld3RMnzroDRVEWEzt5cd0bPN06NhNPzu7dXbMIdlLbosHQl1c7deyNozOQHk0Gy97kjz0VePi3IoePm9UvARPy4kDTFHnmeZGM+UucOu6BKbkYnkVKrXiS+ydk4PbRqQgNDQMPY5kcgGV5PPTrfqwxlLu6dkQ6rhyWivAgMVIiyXe7LyBmaPx9+xAAls+515YX4+N2WQQ/3zYCBQmhFoG1xmBAwHKdBCp5BrmEwcw+caa+m9YnARe8vxmFqRFYdaTa6jE/3zYCmTHBbeXiKAoU3VbmRSoiQYKeQiqikRcXDLEs2OSYn1wQ1yE73KhwYQywF/bYd4+Z+4nbZ5+50ofM6vUARUEksn/K0N7LO2qn/edta3m2QYVj1S2YVhCDcblRdpcDY2gK39w4FA//VoTFe8+iqKIJA1IjHDOY4JMIkrWOK159deNQ3PhV1yprq48Kz+d/iyqx8MJ8zOlLnPSErvnr7tE4UdOKqz/bjvOtWgDA6fOtxDlP8CsuGZiCSwamdLr/w3UnLZzzM/smYGhGFAamum7em0BoD9Ou/II99EsJx1dbSnHaDrXjx/84aLH+512jMLAbvpwe4ZxnOZ44513AsMxorOumNP0NozLRKzEUgGXNbKF72uo6Hatqweqj1aAAi7rm5nWXaYrCdSPT/VJqzN0MyYiyiBI2otax2FvWgKs/22HlqM55yFDH443L+uPyIakusZFgnel9Eqz2XatGj8s+3oriqha7z/XBupP4YN1J3Dg6A89eQGr6uIM+iaE4sGCsxQR4WZ0S496wT6r5s02n8dmm03jr8kJcOrjzj1qCc+wta8Dcj7Z2+zwnXp5JMuC9wEO/7sfivWe7dY6nZvfySsZgT+d8qxb9FzrnjDdn54LJiAvzbLYuQUAmZixksAFg/bEarCmuQf+UcCy8pB/6JnctsU7wHR6fUYBTNa1YfbQaVw1Lw2MzClwSeE1wL/FhMux8cgpqWzRYdaQaieEyXDggCU/M7OVt0whdECRh0CsxDLGhUnxxw1Bvm+MUgRLM6IwsOkVRuGl0JhbvPYtzjSrinO/hbHBwDnR8DskGJXTOP0WVuO8n6+phP+8sx6QCUnue4B9sPnEe13zhmG9h2aEqLJjViwT9EnyOMJkYax4aj9u/39NpQHRnXNJuzvntKwoxd5D98/s9wqvJ8jxE5MbvNjePyYRURKNRpXNaYu2TDa6t+/DqsmKHj3l6Tm/EhEgAGCTYYazXRpnqtlEUoNFz+Leo0iAtbQwiEDJHjG2MGQliEY17J+UgIkhikjb2NUrPKzDhzfXdOgfJivIO//t8O7acrHP6+IggiQutIXTFhR9sxoGKJtsN25EYTpxP7sBVjofcJ5fhtztGYkh6JJG29CBZLsgceGnJUby05CgOPjetR5S+8RUkIqGsg1LbvfrXwxauwSPT8nDXhBwyiPcBvtpSCgD48oahiAkhZYv8iUalFisNEw0vX9LPy9YQHMU45n1qdm/M7k/qGfs6tS0aHD3XjLQo4mTxV44YapVHBZNxdE8nzUFFz1BZj5hmJzhJeb2ywzaZmAYFCi9e3NcLFhEIzhHi5LNu7Ovr8MTMAtw6NouM7wk+Ac/zKK9X2Z1kZwtHS8H1iK8GluXJDe8CJCIaN43JBAA8NDWvw36e56FjeWj0LDR6DlpDXWaeR4ea6ELZQ+N6Wz0nY9vqZjVu+243ulke0Sov/nfE9ScF8OOOMtPykRemuy2jf8+ZBny7rRSA8LtSavVQalnUK7SmrOopveKgY4WaWnpWqG3equlezbt5gxIxMpvIynYHlZbFGyuOoV6hAW9YV2j1qGu17Dsty0On56DnOGhZ3mqNHnuJDZXi/im5rvkP6MHUK7R4bVkxNHoWLWo9TtW2orROidRIGVIjg8CBglbPOeWYn1QQh1E5vlenNxDIjg2xqkRhjcwnlnSQBzXn8k+2gaaAYIkIcimDYKkIIVIR5BLG8FOEYMP6iZpWhEgZzOmfhFn9yCS6s9wzKRf3TLL9/Npf3oiLP9zSZZt+z62EhKEhlwhO41CZBMGGfjT2aYhUBB3LoaJBhfgwGR6bnk+ytp0kTCbCkRdm2NX28d8P4Jfd5Z3uf3Plcby58jjkEmN/GX6aLxvuv4oGJXgAwzOjcNPoTPL972KKqwRnxeHKZozPi/WyNQRHIFny/o1ULAR+/73/LHHO+wFG1RGJlRJmBP+gtkUDQEjYIAQeW0+dxy+7hG9PCoCe4/HfgXOm/bP7JUKjZ6HWcVDr7As0XXb/WCSFBwF6lTtMJgQId0/Mwe3jsjDzvU04UdMKAKbSr1d9th0rHxjnk8leBEJ7BqRG2D3XBliO+V9ZVozZ/RNJAiDBLRSVN+KLzadRp9AgLz4UWj0HpZZFq0YPpVaPVg0LhUYPpUZv2MZCb4cD0l2+vh7hnNdzJHPeE1AUBYmIgkREI7Sb5+qHcJS80vaQP1DRiAs/6Hri3RdgaApXD0uzWkvcVVz6sW2J5tVHa5w6d3JEEAakRmBoRiSuH5VhyhB1Rg6O0JE/9lbgyy2nu2zjbN/N7JuA+DAZHp9R0EGGltB93l97wqrzqLxBjfIGtV3nSAyXYVB6JO4Yl41+KUQK2Nt8vqkELy056tAxHA+0aPRo0egBaGy2X3qwCmsfHo+s2BAnrSRYo0mlw9WfbcfhSsfeTVqWg1bFoVGlB5ps99/veypQsnAWcfC6mF2l9bj8k20OH6fUslBqWdgjLrrqSDWkIhrXjsxw+DqEzrl5TCYWLi1GRjSZSPE3KIpChFyMaJIF6pdc0D8JP+4ow7BMIpfsD4RIRaAoIC6UKIz4K/0NYzUimBWY2CrzuOTguS73mzN3YDIempZncjI1NxPnPKFrRAyNVQ+NBwAcqWzGrEWbAAAltQrkPLkMAJAXH4KaFg2uGZ6Oh6flEfU+gltYcuAc7v5xb6f7TUrDZn9/5urDhv8J280UiY1JmIBQqtiYzGnk9Uv7E8c8wS2odSwuMkvc6Y4KcXt6P7PCtHzRgCS8fcUAl5RR7xHO+WCpCM1qnbfNIHSDmmbbk+i+QGyIFKuOVGPVkWqTRH572n9U3Tg6w6F6uNufmIxtJefB88Dp8wq8v/ZkN61u42yjCqEyEcrqlfhrfyXEjCDbD46DmKGw8NIBSHVQ1ovQxv+GpyEuVIpWjR5NKh2e/9d1Kg4bj9ciMzYYV362HSKaEv4xFHgemD+zAP1TIlx2rZ7IEzN7YUBqBE7VKpwu63GuSY1TNa1Y8OdBU/kLMUNBJmLw/EV9yMeph3Hls7MrJr21wbQ8vU88pvVOwPHqFlwxNBVxoVLDBC4ZbDtCZaPKYce8s2QtWGpafnpObzAUQNMUZvRNQESQBBIRyWxwlNVHHavh5SxP/30YT/99GACQGxeC28dn41RtK0anhyAjWo6QEKKs5Si04VmlJZmEfkl0sMQlEwgEz8Masjm0LLn3/IWIIDF5VvoxxgQqMclgDUg2Pz4Ru0rrAQBVTRq8ttzxcplGFu87i7euKHSVaYQeRu+kMJx+ZRa2nqrD2UYV/m/DKZyqVeB4tZBV/8G6kxiVE428+FBEB0vIvAHBpXy+uaTL/YJj3fh/1vY6x+OLD+CKoalOH0/o2ah1gnr0t5vPICFMirMtFfhsU9eJkK7m7/2VeGVuP5dk0vcI53yQmCEDIz+C53ks3nsWRRWN4HlAoxfkJS4akAQ9x4PjeLAcj3F5sQgSMyY5fM4gl8/xPJQqFcADEqnUtK19m1aNHh+vP+VS26ua7cugNeelJUcdcs4nhMtwycAU0/rD0/IBAL/uLseKQ1XgeB7rjtmTV2Ydo7y6Nca+bn/9jY2PTkQayayygKIoTOuTYFq/cbRQJuKfokos3lsBluOx6cR5p86t0LI4dNa6s8oR1YnNj08kTmIrSEQ0LhqQDEAo67H5xHl8vrkE6x281zq7v9YU26eYsGBWAW4bl+3QNQnWKXp2GgAI7xSeh57loec4cBzA8jyamprB8jzkwSFgOaH0SttPWGxj+bZ3k7AsvLue//cIMmKCsfG48Hey4nA1VhwWHJP/t1EYCF03Mh0vXETqyzlCr8Qwk4Qaywn9pmet90P7bc3NLWB5IEguN+236F9Du1M1rXjhvyPIjAnGqVoFAMuyOM8YnL5/3T0aA1IjPP478GeemNkLT8zsBd7wO9cb/pn//o0/hW0d+8nWPfnF5tM416QyTWydqGnFI78VAQA+NtgRJGZw9EX7pPcJAlmxwQCAuR9txfCsaAxKj8D1IzMglzBkstAPyIwJweqj1Zi9aBN6J4ZhZr8EjMmJJUFGfkByZBCkIhrvrjqBvWcakRAuxQ2jMpEdG0zuPR9FKmK6XVaO4D3EhkCmrkpeEfyXlEi5xZzHnROy8cqyo/i/DV07qjrj8k+24bubhxMFQ4JTUBSF0YYyh1cMERyW136xwzQ3aK708N+9Y9A3magwElzDn3eNNpUeNveb8DzQ2NQEjgdCQkJNpYjZ9r4Vw/jbeLyw3la6mOPMlnngrZXHsPVUHXheGLuToGGCo/y6qxyP/XGg0/3j82KxvaQOr1/WH1HBEjAUBZoWEk9pSvgpbINpmWm/v5O2IpqGiKZcnuDRI5zzKh1LIl7dSKNSi2Evr/F4JP/KI57JvHIXL17cFxPyYhHlInnJK4akmj7kzDlR3YJn/zkMlhNeojsNEcLu5vc95RiZHWMhBWf++LKQxaHa9huD8nizFz/PGxwsPA+YfQgoFApwPCALUpi28e0+KDieF+L5DMt9k8N97mP2wsIkXFiY1GH74r0V+G13BVieR6NSa3IyuJM/9pzFsMwoh/rNCG/2EWbsN/N184823tRfMPSzZb/xAJRKoXawTNYIiYjGBf2TfKb+1pjcGIzJjWkr+SAJwoLFB1HTosHRc81oUbtnMm7h0mL0TQ4XJKQMdNVXCoXgVAwJEewx3lumewXo8t7hzNob7yXe1EfCx7ZpGwAYt/PAtN7xiA7xTTnPQ2eboNDoQVGU6fcnfF8J6zRFQaXUgAIQzGtN/+0d/nYNgxHBsSg4iNvWedw/ORcszyM9So7vtp+xakshUbVwCIVGj4NnmwxyapRJpYYy9B9t6D+jrBoPy7/nVrUePACW1pscvsZ/erOfEXIJXr+sECzH4bl/jkDVSb3JNKIm4xCnzytQYwhkbN9/FCUMgii0ZWgbnyecxXuibfCvt+g7DiwH6DnOFNBZ26LBGyuOWbVlYgGpmd4ZPM+jukWLye+vNtXdNadFo8fqo9VYfbQary9v+/0WJITiupEZmJAfi6SIIE+aTDBDo+ewr7wJt/20yer+w5XNOFzZjN/2VFhs3/TYRKKQ5QP8uOssXl1lve+ANvWR77eXWWz/4vohmNwr3q22EbqmqlmDu385hBO1SgDAn/vO4s99Z037x+TEYFhmlNlYiW8b+5q979BuTGSkK0ex4Uvc9O3T/hijzKw98DwPrVYLiqIgFovNrmE4V7v1jsdbt8t8vatjooIluGdSjltLBVrjVK0Cf6w9g9HZMTh6ThjjXfXZdqttxQxlkvQFLGV+275tKMSGSvHDLcPJO9EPMAaPAsDbq447pJa3+0wDTta0IiFchlaFFjRFgWWEn6BgGl8av3Hbxp+Uxb728tGEnst3Nw8Hz/OoaFDhVG0rbvhqFwBgzvubESIVQavn8MblgvOp/d/RwLRIEnhJsBuKosBQANNO+1cnFVyGYXKxtcM6pUmlw/pjNaY5GJbj8ejvHZ2prywVEhUpqu39SZvmBAzvUxoWz03jHAF5dvZceiWGdbpvXF4sZvdLxIWFSUKAiVIHEd3mcDc62AXnu6CIafybM/6dtZ+HavtWb/su5wzySjRNYXBaZLed9QHvnH9l2VGcPq/A6fMKb5vit3y0/qTFxJu/8u89Y5AdF2zxEKepthsxUMmND8WPt44AADQpdSh8YaVHrrto7Uks8pBstKMcen46QqS+//ibOygFcwcJKgmfbDiFV5c5L7dmL++sPu72azhLRb0K907O9bYZVgmTifHB1YMAAJd+vBV7zjS47Vq2auT5Ch+vP4WNj030thkdsFVXy9PoOaLs4wizFm3CmTqlt80wQYK97aekttWizIO38YfvAG/xwYYz+GxrucPHFVe1YMGfBwHApG5B8Cwcx2PEG1vA2umEM4fcE95n/Yk6vLrKucxNXw2I7ElM+2Bnl/s3nzyPzSedU0nrabiy/FR6VBA2PDapyzYVjWpc8pkwPmgf+GINoXau7Qdtq0aPzSfOE/leP6MgIdThYy74YLPLrv/U7F7Iig3GxPy4gJ6r9GdYjkdxVTPOVDdAreNAi1ug0rFQaVmodCzUhn/CNk5QhGXNgvq5NuW+tuW2gH9hG2dSGDPHqMpy/8/7rdo2u38iPjTMTREInuaqT7fjyDnbJQg/33wan292rRR5B+e+leAomCVzaHQsVLq2+bjEcBm2PD6JlL7zYXRdzJ9uPF5rUi31FHeMz8b8mQXdOkfAj8B3nW7LEs6Yv8S0vP2JyUgIl3nDJL9jYGqk166dGxdiquHQFuVi+MkI8hISEW0hO0FRQGtLC2iKQkR4GPmYNSNcLsbGRyeitE5hylY2Rnwbf0vG31db1BCgUilBAQgNDbGMhDesGDfpWR7XfOFex2GfpDDEh8lAUwDLsqABSCRiy5csYMqehFkEHk1RGJcX65eTj7ePy8KA1AiodSw4Y78BVvuOpgDG7PdBt7sHeLNOVCgU0HE8bv/pkFvt750YhoRwmSmLgKEN/UK3z5Zsy6Zk9XpQEPo3WCrCTWMy3Wqjq/ju5mHYc6YBeuPMuFlGhXlGL03DJLFjxNr9BQA/7yq3yLxxF4PSIhAeJDbYaQxkEiR8jB+3tNnfmTHC0PzeM/733TrO/nIdnmRCfiwuGZiMsw0qITsJMGXF7y9vdEi+MlIuxv9dO6Tj+6mT6Mz27aQimryjHOTtKwrx2rJjpox4QOg7Hcvj4Nkmh8710NQ8jMyObtd3NBgaYAySVdb6zdifJCPBMdKjg3H3xGzsNHybGyOPeZ7HmTol6hRah8737U3DECxlwNC0SY5MxLT1FU2ZrxvaMBQUrS2QimhEhPuWio4vMSor0mHn/CUDkyET0+B54OrhaW6yjGALioJDjvlrR6QDAG4bl4VIF6l5EZynV0KIXe0uGpCEZy/o4zIFNgIhkGE52w/FhDAphqWHY+cZy2/Jx2bk4+IByRDRFEQMbZI3BSznTcw/582/byiK8su5h57OrH6JKH11NhQaPZ7/9zCWHawCD6Bfcjim9I4XskwNfxMALNQwVCo1eAglNo2Zo4BQztJezNsGia0rSNwzKQd3T8xx+r+R4DzfbT+Dp//qev6MooS+CxIzkIkZSEW0YVxCQ2wYn4hpGiKahkxsHGea7WNow8+2sYyIFsYyYppGWb0SjSodWENZPmOWJyCMcQkEb/HelQPw3poTFj4axmxcrtZxyI4NQaRcbKZOaabsyRlVK9updpqps8KiXbvjzdT2jHNG5uqXxuPrFVr8U1RpYfu5JjUGvbTKoiyiMVjGXi4oTML7Vw10ye+S0JFBaZE4/cosaFkODY3NYDmhFKneXNXUWLKU503BT0a1RY7n8eOOMofn1wemRVjMeQNCCasbRmV0+78p4L8SO5OB7kyelNCRkdnRKH11Nv7ef7bTyDx3caKmFZd9ss3t11l631j0TupcGiOQSIuWO1wL3ijdHRZm+Tt6dVkxPtlwymW22cMj0/MxMT+uS7sCEYqiMCIr2iXn8lQWvjmPTM/DpALHpDb9tX/lEhHG5jovl1yv0GLK2xtQ76CjyhU8d2Ef9A9wmfVgqQjvzBvQYXtFgxJjXlvn0LlGGeRJCZ5jcHoUfr1jZIftb6445rBzfkRWNIZmkP7zFAxN4dHp1qOKzQNo7SFMJsLwrCinJG85DakHaotBqW3v3ezYYHx/y3CIGRpihoaEESYXRTRFgot8EIqicNmABPy+vwoAsPHRiUiNCiJ95SfEh1pmvxMFCv/irrFp+GiTkHW9c8FkxIX5bzKIv47D2mMqQWYDEU3h8//1R/+FliUlXl9+DNeOSEeozDFZX0JgECwV4fXLCvH6ZYV2H9P+3rnrhz1YerDKaRs6m7t+Y8Ux4pz3Ep055t+dNwAT8+MgFdMkCJ/QY8mNDzWpivoyOpZDeV0r9lVYfic0KnXdOu+/RZXEOe9mKIqCVMRALhHmdcIcDFY+Xatw2Dl/x/hsTO+T4NAx9hLwzvnMmGAcr25B8YszyIuxmwTq7y8rNhixoUQG0BlWHXF+kNEVD0/Ng1wqgoimkBoVhJFZMWQi2IVsOuEemZf5MwsgMkT5pkfLMSKrLSOV9Jv9NCi1bnPM3zImEwnhMjA0BZmYwejsGMSFSU0ZwT25n1Ii5Xj9sv7YXlKHxXs7/1D75bYRGO6iQBmC67h9fBZa1DrsLWvs1EkfEyLB0juHQCZm/H6yOdD48Zbh+GPvWfyxt6LTNq9f1h9XDCGysJ5mVHYMEsNJrVx/ondiCLBfWE4Il/XodzuB4ElyYoNNy2FBxJnrj3xz0zBc/6VleQKS+U7oDt1xzN8wKsOkwHDbuCwES0WmWrkShih4eYPlhzrvz2GZUQh3sD43gUDwDmKGRq+EkA7O+T5JYbhmRDoi5WKESMWQiGjhH0NDIqIgYRjTNjFDmfaR8Zb/cMXQVFO5ofJ6Jca+3nmS1tyByUiPDsbkgji32RPwX5nGCdrMJ5aSzIFuUN2sxgv/HvG2Gd3mu5uHdSujlWDJmocnWKzzfJtUyBebT+ONFcecOu9bqzrWPd/z1BRSS9FF/HDLCNNyc3MzeJ5HcEgo9ByPD9aexAfrnKvxZy0bn/Sb42THhnTIlOINst1l9QpMeXuj0+e2VtPp5jGZmD+zoMe+G3meh5bloNZxSIkIwt/7K7tsr9aTGvG+BMfxUOtZ6FhBxqyr7PnzrVo4oEhGcDPG55pazyI6RIrtJXVdtm9V6z1kGcH8ffDixX29aAnBGaqaNQCAGX0SSPkNP6Zk4Sxvm0BwkPOtQnDtlF5xkHUiRU3wbZIj2oLRPrtuCKb0IjW/Cd2j9NXZeG15MT5e77ji5NdbSzssL39gLAoSSJCxt4gNtZ6h+cedI5EUQYJZCQR/4v6JGfhxt+X83+HKZjyx+GCHtjsXTEaITIQgMUO+CwIIHdv1/O7ifWfxytx+aNXoTSVKXN3/Ae+c3/DoBIx/Yz0AYNwbbZEQax8ej6xY+2q6EYBTta0436px2/mvGpYKEU0jLUoOmqbMamgbfprWKYt6XpR5I8P6sMwoJAQJs+8kM869qHUsyuuVpnUeQk03PctjZHY0frltBPQcDx3LQcfy0LMctCxncuDrWA4v/HsEGjucXYNfWk2kHV2EjuVwpk4BngdaWxXgAQQpKehZHpN6xWFsbgz0nOCw1FvpN62ew1M2amwZIf3mHLUtGjSpdKbHG2u4X/Qsj9/vGCncTxxndm8J+1lDbSSNnsXTfx+261pfbD4NtY7Fy5f0c+N/ke+S+cRSu9qVLJwFmiYf4b7E+mM1uOGrXTbbvX1FIeYOSgFgv7wpwf1c9dl2bC+pt9nuyAvTIZcE/JDFJwmWMNCznKmmKsE/MGZ5Turlvgh/gvtR6liSsetnhMqE/prSK96U7UrwL15b3hZsHiEXo7ROicyY4C6OIBBsc9eEbMzqmwiaBkQ0DZqCRS1jpUaPo1UtePE/2wlRM97dhB9uGY7ROTEesJxgzi3f7MLqozWm9Qen5EEEPeJDJRiUFulFywgEgjMEiRkcWDAWD/15zOLetsawhWsAABcNSMJ7VxLZ+kAhyyw57rZvd2PlkeoObZ5YfNAiYGPz4xOREulYueiuCOjRnlKr77RGenWzhjjn7eRkTQt+2F6GmX0TsLa4Bpwh08mV/LSz3KXnO7BgrEvP11NRaPS4+8e92FNaD5qmoNZxdjnSXcnAtAiESEW4fmSGR6/rz3Acj5eXHsWvu8vB0ILTvVXj2YzDYRlRkIpp3Dg6w6PX9SfeXnUcX205DYam0KzSeTyjl6KAsbmxYCjgnkk9t17dHeOz8ckG25kMWQsEJ/7t47Nw8+hMv64jGij0TgpDVmwwSmoVXbZ76NciPPRrESLlYsyfmoVpvYiCji9w/cgMu5zzvZ9ZAQCY3T8R90zMQa9EEnjpKRRaFmNfX4dtT0z2tikEByiIFxxJj/1+APnxoShMjfCuQQSHCJOJ0KzWo++zK0iAq5+RGyfce/MXH4RSy+KmMZletojgKJML4rDKMDF7+SfbAACfXDMIM/ometMsgg+gYzk8+Mt+/HfgnMeumR4th1bP4VyT2mI7TQJ/vILReXfpoBS8dUUhgLbAbxKMRSD4J3UKLWK6UHulKeGZS9MUGIrC1cPSPGgdwZ0otXr8tLPcrsA4I5ML4rr8e3GGgHbOt6r12F/eaFofkRWFmBApbhuXhf4pEV6zy9/ojoSyt+i/cFOn++YNScWrl/YjH0+dsOJwFU7WtELP8jh4tgnrj7m+Pvm6RyZAzFAQ0bSpJjnDUBCbrZMMVcc4Xt2CVUeqwXI8FBo9vrAiX95dNjw6wdA/Qj+JGcpinfRb17Acj593laFRqQPH8Vi05oRLz3/f5FxcNigFDEOZasirFK1gaAoR4WGmvqIpMng0Z/7MAsyfWWCxjeV43PfDLiw53PH5938bSvB/G0rw4JQ8BEsZSMUMgsQMxAxlUggJloowu18iuR/cTFyoDGvblVcBgKomNUa8sqbD9galDo//fQwvrziF28dnQy5hIBMzkImFrGCjCsWA1Aj0TiIOYHczs1+i1RIeX2w+jZeWHO3QfsmBc1hy4BzuGJ+NqGCxoe8EaTG9QU0EAC4sTEaQhMgJuwoii+5/pES0BY8RiVX/o5mU8PBbgs3ePSQoxj+5ZFAy5reTs00MJ8/RQORwZRN+210BhqbA84BQIEuA54VAdt4seL5OoXWrY/71S/ujMDUCconwbRsVLCHKRT5EnZmS7B97K0zOeQKB4L80KnWY+N6ODttXPDAO+QmhXrCI4Eo2nziP8gYlRDQFMUODNZTEVOs4qLR6vLmyY0llI5kxwVh631iPzCsFtHM+LkyGq4en4ccdZZjRJwEfXD2QfNw4wZ93jcIlH231thku45fd5Xhlbj8Q31RHDlQ04vbv9rj1GqlRQSg9r8DEAiK16UqmvePeIJpeiWE426jCqGwin+Ysv+0ux5N/2lcOwBn0LIdQmQiRwW110Jo5YRBJJKEdg6EpvHJRAV65qABhYWGoaFBizGvrLNq8s7rzDzkAaFbr8L/h6e40k9AJCeEyC6fvjzvKsODPtonWZrUeb6w41uU5jr00A1IRcfB6GoqicMvYLNwyNgsAoNVzGPzSKrSYOatsKV3sL2/EK3P7u9XOQIc1k3JZfOcoL1pCcIY95W3lO2JDXRvZT/AcFxQmedsEgoPUKbSm5cHpROLYH9l52lLR54mZBSTQIkCZvWizt00wcfylmSQY0gdpUumw8nAVHv39gMX2r28c6iWLCASCK2n/3O2fEo7Fd44ivsMAoKi8Edd80THwoit+vm0ERmRFu8mizgn42fqXL+6Lf4sqsfxwFfo+twK9E8PQLzkco3NiMKVXPMlqs4NCD6oMPDAlV5ALMWR20oYa8xSA49WtUGj0kIlpjM6JAUMb9wk/aYrC+PxYyEQMWlqawdAUwsPCSIaoA/RLDsdblxfiZG0rxDQFhqbRoNSiVamGVEwjSCoFTVOgIPQPzws1sliOx9dbS+26Rnm9Cjd+3VYjOCZEigGp4QAopEfL8diMfOIQcYJ/7hmNJQfPQUzTEDEUVDoWDQot5BIRGJoySfGAAsADek7I8P1m2xm7zn/0XDOu/qztxZYaFYT8eCGzND8hRKi3RT5guuSywSlo1ehxvlULhgY0Og51Ci3kEsbQR23PMgpCH9l7XwHAR+tP4aP1bU6rAakRiJAJfZIZF4b5MwvIveUA5Q0qzP54NwAgP77zqNnJBXEQM8J9J2ZoiBkK8WEyXDY4xVOmEqzw+vJifLT+FCQiGtpOyrHIxDTG5MRCIhJUJUQGBZdpfeLJveJFVFoWvZ5ZDgDIjg22cMybM6kgTlDhYWiIaeGnTEzj4an5njQ3INGbOeejXSzbRnA/T/8nBI+NyyMlPPyZd0hWnt/xZ1HHOpUE/+J4datpeWxuDG4fn+1FawjuZOOjE7HqaDU4joeW5VDZqAJNURbzjCJGmEvkecusevNqdMas+6+2lDptS95TyzCrX4JpDpSmAIaiDOtGSWWh7QX9kzCK1Jt3C81qHc6cV2LlkSq8v/ak1TaPTMvDhHySaEQgBAJyCYNLCuNN328HKpqQ8+QyXDwgCX/tr8SFhUlYdBWpL++P9E8Jx4sX9cGhs83QsRx0Bh+IjuVMJUra88zfh0zfgZ9fNwRTesd7xNaAd85TFIXVD43HyiPV2HW6HjtP12NvWaPJIVWQEIqfbh1hkWlIsISmKWx/YjIe++MA9pU1dDpJ6greXW2fzPNf+yutbr9kYDLemTcAYoOTkDjmHYOiKFxq5lCqaVZj2MKO0sCu5HyrxuLBODonGpMKPPMADCT6p0RYlOvImL/Erdcrr1ehvF4FAFh9tBoT8uMwNCPKrdf0d0QMbcoGBdzfR+ZlXdafqMeIrGhM75Pg1msGEnf/cti0fKy6pdN2X9xAIud9DbWONQWqdOaYB4BHpuVb3JME3+CHHW1BY6dqFZ22e+nivkSy200otay3TSB0g6Hp4dh1pglJ4TLbjQk+hbkDiOB/JIYLwUyh0oCfZgtY3lrZpqykZ8n9GMikRctx85hMAMCIhWtQ1ay2cYR7WXqwyq52P+0s71AWitB9Tp9XYOKb6zts75MUhu9uHo4o4jMgEAKS52fn4c5J+SiuasF9P+0D0OZz+qeoEu/OG0ASe/0QiqJw7cgMq/vu/3kf/rbiVzQP0Lzl290ee9cG9KihUanFgBdWddmmuKoFO0vricOiCw5WNOH77WeQFC7DRi/XwBubGwPKkFUKwJRVb9z28LQ8L1oXeMSESHH3xGz8te8s9CwHDhRYjke9mWSfM3x70zDIxAwUGj04Xsi85wFEB0swhDh4XcI78wrx3uoT0Oo5k7pBXTf77ZfbRgAQJu05g2oCBaGEyAAi9+cwH/9vEF5dXgytnhNqXXMcGpU6p893QWESrhuZDp2eg0bPgeV4tCoUoCgKSTHhJHjCQZ6emYObfzhos13G/CX4/Y6R5NnlQ8jEDEZkRWF7SX2X7V5achRvrzqOIy/M8JBlBHu4ZGCy1Zrz7Rn16lq8MrcfrhqW5gGrehYRQQE9RAx4BiSHYdeZJvy8qxyvXkpKPPgT5oHlVc1qpETKvWgNwVHSI4WAsRaNd+dMCM7z3c3DcOnH2wAA1S3eddYSPMfCuX3x4n9HwXI8OJ4XsuF5HizPgzMsczzA8Tw4TtjPmW3TdBEMbIsFswqQGikHxwMszxuuxYPjzNeF6wDA8Ewy5nQHiWYBjVN7x+OZOb0RLhcjTCb2olUEAsHd3P7TQWw73Wh1356nphDHfABR26LB0JdX29X24ame8y8G9MzL9pK6DtuemFmAtCg5IuQSRAaLERUsQVwoySroigs+8I1aTG9c1h+XD0n1thk9Cpqm8Oj0Atw+Uqh5GBYWZtq36UQtVhyuwvfbyxw+73Vf7rSrXUFCKH67YyRCyQexw1wyMAWXDOwoq72rtB7LDlbhyy2nHT7nvE+329WuMCUcP902gtQ5t8HMfomY2S/RYhvL8fh7/1k8/+8RNKkcc9T/W1SJf4usq4pY4487R2JwOhncd8bQ9AgcWDAWISGhyFqwtNN2oTIRUqPI5Lmv8fNtIwEA320rxdN/H+603RXku8LniA6RmqKUbSmM9E0K94RJPY56s0AxluPBkEkJv0ImFhTExuYS2Vt/Q8e2OXjK6pXEOe9nGEuCJBNVF7/l7VXHTctEAaHnMKkgvlvqjVo9h7/2ncVjfxyw3bgdC5cWd9gWKhPhtztGoiAhzMoRBFej1rE4UNFkWr97Yg4Z3xMIPQCe5zt1zANC9vSn1w5BbCgp8xYIhMpEGJweiT1nGjpts/LBccjroqypOwjor82yeqXF+pL7xiA/PpTURXaQbU9MwshX1jp8XO/EMIgYypTVfs2IdFKD189gOR4XfrAZhyubvXL94qoW1Cu0xDnvBC8vOYLPNjnugHcFRRVNaFTqiHPeBu+sOo731thXysMd7C5tIM75LmhU6tCg1EHcCqRGBZnKOLSnRa3HpDfXgwcgZmj8fNsI9EokEynehON4nG1UQaVjkWvjw/r3PRX4bXc5OB4YkxuD968aCJmY1Jv3Jq0aPWqa1dCyHG4cndFlDc+rPttuUnJ5d94AzGoX8ERwDvNyEMQx73/8uFsI1BtNatL6HbRZ5vyIzGgvWkJwhg0nhOSQaX1IiTZ/ZcvJtgSfJ2b18qIlBF/hteXF+NhQLstTtKj1KD7Xgvz4UFKq08VsPXUef+49C5bnUduiwZk6Jc42qsBybWUswmRkHotA6AmsO94xqdecfWWNWH+shiSK+jE1zWpc9+VOlNUrQQFQ6rou36fWsThZ04JQmRjxYZ5J5g7oN05au0i32Ys2g6Epi5cuAGx/YjISSE2+TkkMdy7y+8g5S4fu/vJGPPJbkdW2yRFBuGdSjkPnNy/JR1GW67xeg1l94hw6H6EjHM97zTH/zrxCq5nfBPs4ZlYrxZN8cs1gzOhLyoTYw8ka7/TR3EHJePuKAV65tj9wtlGF0a86FpCmMNVnZrHqSDVxznuRn3eWYf5i2+UIjLSaSc+uOlKN6mY10qOD3WEawQYKjR5zP9qKY9Utdh9j3n8frD1JnPMuQq1rc86fqm1FdmyIF60hOEqdQlA+eHVZMW4dm0UCLPwI88z5l5cexdNzenvRGoKjVLcIJcS+2lKKB6fmETlkP4PjLecJr/x0O+QSBvuemQqpiARu9lSqmrxT3uCBX/bjgV/2W2zzRkZfIMHzPK7+bEeH7UPSI3HL2CzkJ4QiI1pOAiIIhB5CSqRtf9ejvx/Ao78Lqii3js3Ek7PJt7k/caCiCcVV9s8vXfjBFov1v+8ejUI3l/ENaOf8jL6JKH11NpqUOmw5dR4VDUpsPVWH9cdqLdrRJJG+U841qfDAz/vdfp2zjSo84cBkuj0sOVyL+6bkm9aNdaNy4kIQ56HoF39HzNAofXU2mpsFBz0lCcL8xQex5MA5t187K4ZMBHeHb28aZlrW6Fm8vfI4/m9jiduvmx5N5L/s5cP/DcKHhuWaZjUmv70BLWr316gcRmqjd8nhs022G7Vjy/xJCBIzwj8JmbzzJo445gHg/sm5uHp4GmRiBsEShqgreZHqZrVDjnkAWHzXKKRFyREkZiAn957LiJS3OZQe+/0A/rhzlBetITjKsPRw7DwjvMtqWtROB1oTPI/5O+iLzaeJc97PGJ0diX0Vwrj5990VuGlMppctIjgCBXRI5lFqWby+/Bi5F3sw78wbgHfmDbC6T8dy+Hj9KZxtEBTWWJ7H3tI6lNRZV1zrDunRco9l8QUqFEVhxQPjsON0HVo1ery+/BgAYPeZBpysPYCYECnCg8SQiWlIGBpihoZEJPyTimhUNqpx+rwCcwcl456JOWTcSCD4OXlxwTiwYCzkwSE4VNmMqz7dDlUXmdWfbTqN60dlkLJTfsSU3vE49tIMqLQsVDoW9/y4r0tZ+/YsPXSOOOe7Q4tah7/2ne2y1uj1I9NJzfku+HVXBXacrve2GU6xtaQBWzupkX36lVkkGtIGf+07i3dWH4eIpiCiAKmYxoGzjk2aO8t/945B32RSR9YZTta04rZvd4OihOAKmZjB/vJGj1x79UPjkRNHgipsUa/Q4r6f9qG6WQ2ZwaG7s9Qzz9nvbh6GsbmxHrmWvzKtTwKemdMbL/x3xO5jOsu0TwqXQc/xJtlthqLwzU3DyPPNjRQ9Ow3XfbEDRRX2BVm8t+ZEp+UlEsJkYHkeLCf8G5weiY/+N4jI3ruJrNgQ/Hr7SFzxf9vsPmbuR1utbpcwNCKDxaa+03M8XrioD1HksRO9mWPiiiHkd+ZvnDErw0Ic8/4Fb5a5KxGRSX9/o7pZY1q+dBB5dvobLI8OKpsXD0jCPRMdU3gk+DaVjSrc/eNeqLQsKIoCTQklRaxND1qdMTQ0PF7V0qUTxxnevqIQc8mzw63kJ4QiP0FQH7hrQg5On1dg4/FaHKtuQaNSiyaVDhodhxa1Hlo9B7WORWmdZcncd1efwLurT+C9KwdgYhZRMiAQ/J2VR6px1w977Wp7w1e7EBUsAQyfCzx48DyQExeC5y7sQ+aKPEx1iwZXfLkRVc1qMBQFhhb+nXOB6s3cQcl4dFq+7YbdJKCd8/2eW9npvv/uHYOs2GBSE9kGFw9Mwt6yBohoCkfPNaPSS5JOribziaX4v2sHY3ofIr/dGe0ltNzNT7eOwMhsUluxu3y+qQQl5xUeu54nJF4CjU0narH55HmPXW/xrYMwKJtIPTvCTWMycVl/4XkUFhaG2hYNLv9ka4eBuS2svTPnvL8ZuXEheP2y/hiYFukSewlthAeJ8fc9Yyy2/VtUiXt/2ufwuaqaLftvbXENCp5ejgsKk/DSxX0RHkTkal3NsMwolL4627Su1rF4+NciLDnomGKPluUsnCQA8OAvRfhw3SlcNzQRFxeS77+u0JjVnL98MKmx52+EB4lR3aLFGFJz3q/Z8OgEb5tAcJBGlaCAlRIZhHA5+UbwN/h2svb3TcrBQx6YlCW4n/3ljXj270PgeOCgEypp7ubG0Rl49oI+3jajR5IZE4zMmM5LmlU3qzF84Rqr+0iJAQLB/7nqq304fM7+kqOdlSfdfaYBs/snkmQoD1Fer8SDPx/A7jLXvdOXPzAWBQmeL1Ea0J7p+ybnYpFZNhRDU+idGIYxuTGoaFAiMliCIDFDMqi74KpPt/ukQ56mTEFKaDeGsoukcBn6kcxFr3Dl0FQwNAUxQ4OhKYgYCiKawvaSOuwurYeIodGq0UHH8tCzPMbmxmBiQZy3ze7xdNZva4trsPF4LRiGQqtaD70hS3FCfiz5KOkEc6eHqxidE4306GBB6YKmIWaEaEFWr8OaY3XYXq6AiKag0nJQ6vRgWR4yMYM7J2QjWBrQnwJOodGzeHXlKaw8Wou5g1MhoimMzI522DnfGSdqWvH+2pP48oahLjkfwZKS2lY8aAgwG5cXC62eQ/+UcBywM5veFv8WVeLywSkYl0eeca6G53l8sfk0Pt1Ygsm94hEdLEFCuOsUrk7WtOKZJSeIc94GIqZtbESTeuV+xzlDYIqYIX3nb4jM7jcSAOZ/GG85rRu+9QnuR1Cdo6HWCf33yYYS4pwPED5ad9JuVS1PcePoDIgZWhi/MzTeWXUcX2w+jXsn5WBEVjSCpQzkEhHkEuEnUVPxDkpt5+oIM9/bhGAJA5mYRniQBI/NyMeMviQpgkDwJ8bnRHVwzg9Mi8CDU/JMqioUYJJSodC2jUeb8kqYTGxS5SC4n3+KKl3qmJ/WOx5/76/Ev1Ql/imqRO/EMLwyt7+gkuBmAnpG/qGpebhmeBp2ltbjeFULiqtacLy6BZ9sOGXh0H35kr7IiQ1BVLAEIk6LCDIQNvH7naPww44z+HDdKW+bYmLNw+ORHdu1dLaxRnpYmOcjXgKFlQ+Owz/7KyEV0WD1WogZGvIgGT7dWNIteZCfd5U71P7LLadx8LlpCJWR+9IeFszuhbhQKRhaqI0lZgSH+k87y1Bc5XxZAkf77YvNp1H84gwi6WOFuQOTodKyaFBqIRUJgzmeB95edRytGudqzm85WYctJ+scPk7HcXhiZi+nrhnI7Dxdjx93VwIAPt1YYrXNlF5xmFgQZwqIEBnuNZEhiEUIYBHuQZFp4oUSPt4BpEd3HqFP6B6vLS82TcB1NhH32Ix8RARJDP1m1lft+lLEtG1naGHgJZcwpM6YmzjfqsVLS44CAH7aWWa1TVZsMG4andmhf8z7sv39aJQ3owAE0zoP/hf5JwpN20RkvULrkUEpwXXkxMixr6KZvGf8EB3bNklRUqsgZXD8jLgwKQAQWWo/pVmtNznmAWASSRAIGN6/eiBO1SigYzkL+XoKFHjw4HiA43lwnNkyL0gVs1zbsrC9re3Pu8qx4XitUzZ9taXU6vZXlhVb3f7bHSMRJhObJJSNNgGWCUs82lZ4HogKliA1ioxbnCUzJhgbHp2AeoUWCg2LFrUOLWo9XlpyBM1qPRRaFgotizqFDj/sKCPOeQLBz/hoU8c5h4en5iMjRo4gMWOayzMmq9EUSJKvD3DXhGyMyQgBy/EIDg6BnuOgZ3noOc6U7KkzbmM56Djhp3H7iepWfL211HS+lUeqgSPVpvXyehUGpJbjzgnZbv9vCWjnPADEhckwp38S0L9tm0rLYk1xNe75UZA4ffLPQx2O27FgMuLDSC36pIgg3DQ606ec85Pf2mBavn5kOuYOSkG/5HCS2eNi8uJD8ch0IVLcGOxwVgE8/6/9dZgdpSAhFDlxIfjvwDncPzkXwVIGA9MiiWPeAcJk4g4R/vUKLZ7957Dbrjk0IxJRwRKsOFyNh6bmQSamMSQjijjmO0HE0Lh+VIbFtuWHzjntmLeHQWkRyI4NwW97KnDj6AwkhssgYWhcOSzNbdf0Z8bmxuKlC/Lw1L/Hre7f9/RURBJnlc/y3pUD0f/5lVYz12b2jsVrFxeQ4D0fJTZUin/uGY0LP9hidf8vt43A8KzulcAxftMQOudkbVt5nEEvrgIA/HX3aAwgZWz8gn0Vwt/411tL8fXWUsjENA49Nx0ihmTd+TqnzRR65ry/2bT88f8GYWY/MuHv6+w+IwQEfrLhFD7ZIMyfkGBl/+GRxUct1pcfrkLG/CW4fHAK3ri80EtWEVyBVMSgd5Lrv/3bP5c/Xn8Kry237lzvLpd/ss3pY1c9OA65RILdadKjgzsEPIpFFB78pchiW2qUHK8sO4q7xueQ0iYEgp/wzMwcvLDspMW2a77YYfO4rfMnISkiyF1mEWxAURQyo4XAs7Aw595vz13YBxnzl1jdN29IKm4fl+W0fY4Q8M55awRJGMzpn4TJBfHo9cxyq20qG1XEOW8gOkRqUf+T43gsOXgOjSodOE6Iyvxma6lFnevROdEIk4kRHybD+mM10HM8GJrCGRdJAhv5ZtsZfLPtTIfti28dhJxYki3ianolhuG/e8egslEFluMFKReKwsmaVryx4li3z//7naMQIhXhg6tdYCzBRFSwBKsfGo+S2lawhnuWoiicPq9wyeDxu5uHk0mnbjKjbyJ+u2Mk6hVasBwPmhLkkW77bo9Lzv/DLSMQJGHIxJIdtGr06Pvsii7bsDyPRqUWFEWBpoSyOTRl/Cf0HQkY8w7bS+pw5afbO91PUUCDUgdepANFC33FGKTI2vqRREN7i+u/3NllBlJCuAwNCi1ouu1eMyoamPcl6b/uMSm/Y63yUFmPHDb6JfdPyMB760tN632Swsk94Sfkxlkfv8a7sLwHwX3cNDIFj/xpObZiyPeg3/D41Cxc8tneDtv7pxAFC4J93DE+CwMTZVDqOEhlQaApCssOncO3VuYsu0N4kBiJ4TJQBkU2CzUASlAEMDIkIxIZXdRUJzjHJQNTcMnAFPy5qwQvLDuJBqUOP+4QMnDjQmW4eUymly0kEAi20HN8l6UrumLUq2txauEs8p3nw/A8b1C/aVPE4QyKOLxhuTN+2V2OX3aXY+OjE5EW7V71mR4xy6JjOZTXK1HVpMa5JjWqmtU416TC99uty2UCwCUfbQUAfHXjUEzMJ3JW5lAUkJ8QCj3LgzZMbMslDB79/YCpjTPyyq5krtmg6tHp+bh7Yo4XrQks+iaHmyQWT1S34Mk/D2Fnab1rzm3DIQYAD0zJxQNT8lxyvZ5ETlwIcuKEchBldUo8/scBbCtxzX1a8LT1ICdz7p2Ug4dJzb4uGZoRBUD4gPh+Rxme/qujqouzdBaI1p4XL+qDa0dmuOy6/gbH8dh7psFmuyEvre7WddY+PB5ZNsqzEBynUant0jEPAEsP12LpYefkJwEgPz4UKx4c5/TxhM4pPa+wKQ06/o313brG59cNwbAUEuFuC/MphqEZkfj19pHEuetH9Etqyx5Yct8Y9EkijiV/gW53n+18cjLiQolj3l9IMMjaA8CUXvF4fEY+xESxwm8I66S85bpjtYbvEwoyMY3nL+yD6BCp1baEng1FUeidKLyDjSpdNS1qlzjnEwzJY1N6x+HZC/qQZ4uPIKIpNCgtS2bd0E4lkUAg+CY7Sxvx5prTTh+fvWBpp/venTcAFw9MdvrcBNvoWA6DX7OuuOgqvtxyGvNnFrg1ITHgnfN3fr8Hyw5VddgeKRcjPEiMJlXndSejgyXIJ9I/AIADFY2dSoz6Op9uLCHOeTeg1rGY+s5Gj1+3IIFIEXcHrZ7DuDfWefy6vRJJv9nL8kNVLnXMO0JOXM9+57258hg+Wu/+Mi6TDOVZSACgaxnwwiq3X+NYdQsy5i9BfJgUS+8bSyZnXcTyQ+dwx/cds9VczS3f7gYA3DY6FQsu6G+jdc/FPAFgV2kDqps1SCCZu37DgcoW0/LDvxZh+QMkoMhf+Xj9KTx7QR9vm0Gwk9J6lWl59dFq1Ck0+POu0V60iOAIoVLrE69ri2ss1pMjgvDErF6eMIkQAOwutR34bQsJQ+O5C/tgRt8EF1hEcCXJER2/j7/cfBq3ekgOmUAgOE//ZPfNf+bGk2Qcd3GiusVj/qivt5Zi95l6/HfvWLddI6Cd8zUtagvH/EUDkvDglDwkhMs6jXgw1qEktUiB/s+tQLPafTWQuwtDUxAZpEwpUODBg+cFZ0ffWKEWMOlH18HzPOpaNVBqWWhZDquPVLvlOpFyMfY9M80t5+6pNCq1aFHroWU57DztGpWD9vRKDMOy+933sgpkeJ5HnUILpUa4t95c2f0SEZ1hXqKE0JGrh6d5xDlvZPupOuKcdyEvXdwXT3kosKW6WYPqZg1xzruI0Tkx6J0YhiPnPFMP/vd9VcQ53wXts+RbNToAxDnvL0zJj8Yig6x9cVULOI4npVb8CBFNQW/QWSSJAv5Fv0TL/np0OlEN8ydkYgaLrhqI+37aZ3X/1cPTMDE/DhPzYz1sGcFf+GNPBR7+rch2QwfRshy+2FxCnPM+SE5sMA4sGIuf9tXilWVCWZOXlx7FkXPNeGfeAO8aRyAQumRveffnHn6/YySGGFRQCZ7hWHWL7UYu5OnZvd16/oB2zqva1Y3YfOI8yuuV2FvWaNr2463DMSq7Y11FAnDPpBwsXNr9etTuguV4U/1sc67+bAcGpoQhSMKAYRjwZrUlKFB4ek5vxIZKTbVK26t0ysQMqZ9thS+2VZgm+lzJ2NwYvHVFIZFsdBNLD57DXT+4Phtxep94vHZpf0TIJS4/d0/j7VXH8f7aky4/7+WDU/DIpDQEiRkSqGQnap399aZENIW1D08ATQMimjb9ZCiqwzZSw9wzNCi0dre9e2I2rhyaBoamTLXmRTQF2hD4Z9wu9CfpO3ejZ3mcqm21u/3qh8ZBJmZMfcTQVv6Z6tFb9p8xEJfQOXqOB0MBrOEzu6xe2eOVVfyJc80a07LR0SshzzG/YUJuFFYfE0pPna5TeNkagiPo2s1NVDWpvWQJwVm6elTGBEswtXe854wh+BXnmlQudcxfNjgFz1zQGxKGNo1NCL7L7eOzceGAJIx8ZS0A4M99Z/H2FYVkDoBA8GFGZ0U6dVx0sATL7h+LuDDix/AGc/onYU7/pA4J1rxZTXmO56E3+A0t/vE8WJbHgj8PYvPJ83ZdT6Pn3PbfAgS4cz49Ohh/3jUKK49Uo6xOCaVWj3XHLGtZPvRLEZ69oDeiQ6SIC5WC12khlzAI5fke/xK9bVw2bhuXbXXfysNVuO27PR62yH72VXQ+8Tpr0Sabx+95agrJhjOg0rJ48PcjWHPcNfXJ2/PuvAHkd+0GOI7HGyuP4WM3ZQG/d+VAEsTSTViOx4v/HcHXW0tdfu6xuTF44/JC4oRykHIzOVJbfHD1QKRFy91oDcFRvthif72wW8ZkITKYBBf5Co0qnd2DnutHphNHsZvR6jmTY/6DqwdiUgFxRvgTyw63jXdPvDyzx49p/Q2jY35UdjSemEmks/2J4zVtwRSrHxpH3lV+SEVDx7HAH3eOxOB0khVH6Mj+8kZc/KF7yn/ePzkXYTKxW85NcA8/7SizWNdzPMQM+QYjEHwVhqbwwMQMvLuuFJMK4lCn0KKovNHmcXUKLYYtXEO+D3wMiqLAULArmO35i/pgsqHcqC0OVzZjXJ77VJMC2jkPAAPTIjEwrS0SpqS21VTrFQCqmtW400pWKUUBwRIRgqUMgiUiyKUM5BIRQqUihAWJESoTQcLQkEtFmNUvocfVwZ7WJ8FCHrmmRY1hL6/xokXOEx4kBs8LM5AURWFWvwSEB5GPYCPHq1tc7pgfmxsDEU1BzNAY/NJq0/Z5Q1Lx2mVEZtYVtGj0LnfMm/dbwdPLTdvvnpiNR6cXuPRaPYF6hdaljvn8+FAkhMtMA8CM+UtM+/43PA0vX9LPZdcKNHiex5dbSrHrdD0oCuA7irJ0YERWtPsNI9hFvUKLF/87goGpER2CMK1x44gU4pj3IVYfqcZve8qRFROMkvO2s0SvGJrqAat6NkFi2rR8z4/7MKd/khetITjKsIwI/HVAKD/1x96zuGxwipctIjjD1lN14EnCgF9hnoH18K9F+PueMV60huAM1pQZ31xxHD/dNsIL1hB8nX+LKl1ynkFpEYgJkUIiooVMeYbCojUnsPVUHc42CgEjD07Jw6SCOPRLCXfJNQmuheN4fLKhxGLbxDfXI1Iuwdc3DiUJSQSCj3LTyFQ8ML0PWI7HrPdsJ3MaiZSLkRpJknX8lezYEKRFyVFWr7TZ9kBFI15ecgSPTM+HVOT6JMWAd863Jys2xORUVmlZNCi1aFBqUdeqRW2LBnXNrVBqWbCUCAoNC6VWD4WWhUKjh0KjR1WzGmuKayzOuWjNCex+agpievDLNi5UhlMLZ4HleKw+Wu0WGW138dfdo5EYLjPVrjfKD5PJEIHC1Aisv384tCyPZcWN2F/eALWOg0rHIjkyCCsPV0HH2uHJMmPTCevSIb/sLifOeRcRHiTGgeemoVWtx5riGqwrroFGz0KpZREfKsOWU+fRotY7dM7O+u3DdaeIc94JYkOlKHp2Glo1evyw/QyOnmuGUstCpWORExeCxXvPOnS+Y9Utndbe+WFHGXHOm1HdrMbwhY4FlF06KAVvXVHoJosIjvD3/rO4/+f9Dh2z4oFxyE8IJWoSXobleIx5bS3OOSD1GyRmcPTFGW60itAefTvnhJ7lIGLoTloTfI0Gpc60nBIZ5EVLCN2F5XiISNad33Csuq08S1FFE1RaFkESojTmT7yx4pjFeu/EMDw2I99L1hB8nafn9MY9E3PAQyilyXI8GpuawfJAkDwYLMdhf3kTnvrrINS6zhWizEuvdsY7q4/jndXHUfTsNJJM5IPQNIW9z0zF8eoWlNQqsP5YDf47cA4VDSp8v70M90/J9baJBAKhE9Q61iIBzZx35hUiKlgKziCL7pj3g+DLbHxsomn5l11lePyPg1bbLTtUBQD4bJOlUuefd42ySAh3lh7nnGc5HjqWg47loGeFwW6kXIIwmRjp0XI0NYvA80BQcLCpHsGeMw149p/DCBIzkLcbXN0wKgO9k8IQ3YMzsPQsh/99vgM7Ttd72xSnmPjm+i73Z8UGg+eFzEoewENT83DRgGSP2OYrRBn+vtt/ULZq9Fhy4JxLr2XM9n3xoj64dmSGS8/d0wiTiREmE+PaEem4dkS6abuO5ZD75DKXXsvYb29eXkgytBwgPEiM8CAxHpthGdzw7bZSh53ztjD2UWFKeI/P5LEnM94IRQGRcgluHZcJtY4FTVGGYC60LZNALo/COdCBIprC9L4JSI4MgkbPQsdyoCgKLMeDAkj/eRieF77D7UXC0HjvygFQ61hQlOGeg9BnNOk7tyFqJwV3rkmN1CiSGeAv5Ma29dV/ByqJ0oufESYTodkQQFveoEJmTLCXLSLYi6qd821Xab1bZTAJ7uXWsZl4cnZvb5tB8HHaq3EFQQsACAsTnt05caG4bHAKNp2oxbVf7OzWtd6/aiBxzPswIVIRBqVFYlBaJB75rci0/Y4JWV60ikAg2KKrxLUHfynqdB8ATCqIw9XD0jClNykD5w/wPC/4+CDMKwrLPCbkx6FPUhiOnmuGFREl6+dykU0B7ZxvVGox871NONekhoShoeM4hybk26PSsbh4YDJSIoMgZiiMzY1Fr8SeJWdvDT3H+61j3h5Kai0lVu//eX+Pc853RohUhDcu649Hfz/g8nO7QyqEICBmaCy6aiDu+2mfy88tE5PMOldw7Yh0PPP3YbecO5TUrkNCuAylr87GLd/swuqjNV225XlBNn3Gu/ZLXLmS4hdnQCYmz0NzLhmYggv6JyHHjiAjPcdjyYFzLg8ks4dHp+fj7ok5Hr+uLyNiaOx+aiq+2nIaz/97xGZ7Lcvhtu/2eMCyjqx+aDxy4kK8cm1f4ovrhxDHvJ9R1tCmTPH8hX29aAnBGYyO+auGpRHHvJ9Rb6ZaseHRCUiPJv3nz3CGBA0SCEhwlGPVrbh8oevHjqOySbCdr9Og0GLgi6tM63/cOZLMbRIIPkjpeQVu+HI3SutVmN4nHjP6JGD54SqHz7O2uAZri2ssSj8Tuse0dzbguJkalS/iyv4OWOd8RYMST/91yCSbedOYTIgZCiKahlhEQUwLdXzEDA0RTYGmKTAUBa1GDZoCQoKDwdBChg5DU9DoOQxMi0BiOJEGbI9MzFj9o9SzHJYcPAc9yxsy04TtFKi2ZUMGVHuMMRTGevA7T9fjIxfXz7bFJ9cMRk6cMKA22klTFBLCZR61w9dQaVlc8MFmnKxx3YNy0VUDUZAQiqSIIIRIA/ax5FU4jsfVn2/H9hLXBdJ8dcNQJEcGISUyCHIJ6bfucqZOgfFvrHfpOX+7eSBENIW8lFgEk3urA59cMxibTp4HywrKKDzPg6YonG1U4dl/3BMc4QiD0iLA0GRC0BoihsamxybiRE0LOA4W/bdw6VG7ape7m4KEUG+b4LPcMCoDvRPD0KrRmyKXASF6+XYvOePNkUsYRMh7biCTuSPii82nMbkXyQTwJybnR+Ol5ScBAEcqm0l9Wj+DpgSn4E87y/DKXFKSyJ8wrznvaNk3gm+w/IGxpoDcLzafRkyIFHdOyPayVQRfprZFg8lvrTcFVjnLvCGpyE8IBUNT2FfWgDXFNeA4HqNyYnDDqAykRclJ3XI/4PPNbXXnZ/VLQItaj6PnmpESGUSSJAgEH+LA2SaU1qsAACsOVwMAsmODUdWkhkLL2nWOx2bkIy8ulIy1XMyE/DifcM7fOjYTI7KiBdVNo1+QBganRbn0OgE7U7/l5HmsO1YLABibG4NHp+fbNcFtrEUaFkYy4h3hg7Un8ObK4942wyl+uW0EhhO5R7vR6FmXOuYBdJrB/fsdIzEkw7UPvZ4Ky/MudcwDwI1f77K6/d97xpCPEyeoU2hdfs7Lv7B+b90/ORcPTs1z+fX8DRFDY2J+HNQ6FvvKGvHcP4ehY7kuVXF+u2MkhpLnkk+QGiVHapQcjUotvt5ail92lSMtSo6KRlWnxxxYMBYA+c7zNhRFYbhhoHOipgUv/HsEZ+qUXcpvu6rcDfnWt41C0zbB/OTsXl60hOAMb6wWJoYZmkJeAlF/8Cc4njdJKb535QCv2kJwnG92VJiWM6KJ4og/0l4p68IBSV6yhOAv1LSou+2YB4Bfdpdb3b7qSDVWHanu9vnNuWl0Jp65gJRscAc3jMrEh+uExLKlB6uw9GBbJu6h56eTZCQCwUe4sDAJBdFiTPugrdzIKTPl5EVXDUR+fChoCqBpSkjeNZS1NPoXjeWwe3Kpa3ewYFYvLJhlew7CFfM6da0aDH5ptdV9B882YcvJOtQpNHh6Tm9MyI9zyzM8YN8Klw9OhY7l8dRfh7DpxHk8/scBvHl5obfNCigalVocqRRqMXy3/Yy3zXGK60amE8e8g0TIJZ0qJby/9iTeW3PCZdeKD+vZKgWuRMzQVvutvrEJn20pw8ebylxyHYamEBtKIrqdYVBaZIc+4nkep2pbMeXtjS69Vt9kEjyh1rE4eLYJHMdj3qfbLfa1z7qOD5NCo+dQkBCKvDiSDe0LlNcrca5JjU0navH+2pOm7UbFJHNiQqTQ6Fg8NI0EpPgCHMfjwNkmaPUc/vf5dovswj/2Vli0TQiTQctyCJGKSN1eDxIkaZPf5LguGhJ8koL4ECw9XAuW4yGiSbkhf8I8laCiofNAM4JvUhDfFgwjYsi9549cMyIN329vGxdXNqqQHEHUMwmd0ycp3GIM395ZwHE8dBwHPctDx3I4VavApR9v9YqtRv7ef5Y4591EbKgUpa/OBsfxeHHJEXy1pdS0nTjmCQTfIiGs87lrR8rATsyPxVc3DnOFSQQPExYkxpVDU7HsUBVkYhrVzRrTPvMEx3t+FP4eFl01EInhMmTHhiDKRUEZAftmoGkKlw9JwVN/HQIA/L6nAr/vsZzw65UYBo7jwfK8EKXO8ZjTNxa3jkr1hsl+x4AXVtlu5OMUn2vxtgl+A8/zqGlRg6EocLyQ2WGMEjMur3CiPos5E/Nj8dl1Q8hkhoupaxVeLtb6ralZhTXH6rp1/rkDk/Hm5YWgify2U/A8j9pWDRiKEt5HHAw/hX46eLap29eY0isOn1wzmNxbZtz+3R5sOF5rV9tQmRhhABoUOsz7dBsAS9lnnufx5uWFJOjBQ1Q0KDH29XV2t4+Ui0FRYvy8sxw/bi8FRVFgGMH5yPM88hNC8erc/hYOSYL7eG/NCbsD+cQiCmFBElCgcNu3ewxlkoR7j+cFp/4d47Nx8cBkt9nbEzF/m/Mg0sz+hlQkvOsLEoRsD4L/YP5tcbYLFRiCbxIiJd8R/k5JrWWArpiMnQhdwPO86VltlLxtbdWA53k06UVo1ejxv893oN5Jhby7J2bjptGZYGgKFEUJGZyUkMFJ02bLlOX7g+BdDp1twuqj1VhmljW/68kpXrSIQCB0xm2jU/HpFuvKJfay7lgtMuYv6XR/0bPTEB5Eylp4k5oWNe79cZ+F0o1xPonnhYQsnoeFc94a5kEbrqo7H7DOeQBYevBcl/uPnmvusO2DDWdw44gUd5kUUHx141Dc+JV1WWtfIEwmAk231bQ3fixTFEz1TU/WtmLQi6vA88LU4w+3DEefJOJcscYHG87gs63de2HZIlIuIc5DF/Pb7nI8+vsBt14jMlhCHPPd4JVlxfh0Y4ntht0gMTyI3FvteHxGAVrUOuwta7TZ1p5SHm+vOo4vbxjqAssItkiOCMJDU/Pw6+5yuzILT9jov+KqFswbkopROTGuMpHQBf8bkYaiikasP2Y7OKa83nb/PvDLfuKcdzFqfVu6/JHKZvRPifCeMQSHURrqJBZXtaC6WYOEcKJE5U/EhkhQ26pFeb3S26YQHESla3t27iqtJ2WQ/JCtpyyD1i/+cAtGZEXh59tGeskigi+zcOlRfLbptEvP6arJfoL3mPP+Zov1r28kcwQEgi9yuk7Zbce8PfyxpwI3jcl0+3UInfP3vkrsOO2aUr+D0yNx4+gMl5wLCHDn/JebSwEAo3Oicd3IDEgYGhIRDTFDQ8xQEDM0GJoCQ7dFG0p5LYmOtZOJ+XE4+fJMrD5aA5VOiDyhQGH5oSos72YGtStwpu7T7EVtH1HFL86ATEyi341c0C8OS4+cR6tGDx3LmSb+XMma4hroWI7cgy5kQn4c+iWHo6JBCa2eg8IN/bb+WA2enkNk0ZzliiEp+LeoEkotC62eg0rn+j5aevAcnr2gN3HQm9E7KQyL7xqNqiY1vtpyGhzPg+cBvUGtYM+ZBqvHfXj1IGTEyMHzQrCXkbx4InfvKSiKwn2Tc3Hf5FwsP3QO+8oaTXV6dSyHb7dZL7WTECbD+5f3Ag9ALg829V+oVIw0UhvWY8SFyvD1jcOg1rH4aP0pqHUsOI6HnuNR1aTu9Bvyqdm9MDI7usO9lxpF+s7VmJca0LFE197fiA5uy8wgiXT+hY7lcL5VyLDcdOK8l60hOIq5PKpRwYLgX0zrHY+V7ep7J0eQ7wyCdeYNTcXSg1WmZB/AeoktR8iYvwTPXdAbN4wmjhx/5f7JuRYqYTd8tQvDMqLw6x0kyIdA8CW2lXSc83toah4SwmSGOvMw+QyNP9FBVU4YbJmPucyHXzIxg7G5JAnE29wyNhPj8mKh5zgYEuZBUUCrWt+hzKmRpHAZpvaOh4ihTQo1s/olYkBqhEttC2jnvFEK+JKBKZjeJ8GuY4z1gQj28cOOMjz7z2Fvm+FyChJCISKZwBZkRMuxZf6kTveX1zsmM2wNo6QIwXXEhkrx771jOt1/tKwGMz/qngIGy5F+6w45caHY9sTkTvff99M+/FNU2a1rEOdK5ySEy/DErF6mdZ7ncft3e6y2LVk4i6hE+Bgz+iZiRt9E03qTSmfVOX/XhGw8NqOgQx1IgveQiRk8NDXPYtt320qtOudXPzQOOXEkAMZTaM0y568cluZFSwjO8POeNvW4+DCSNe9P0BRlmvL78ZbhXrWF4DhrjrUFVBDFEf+D53mLrKqhGZH47Y5RXrSI4OvkxIV2mCNrP9YormrGjHc3OXTeFicSjQi+w4NT8/Dg1DzoWA65Ty4DAOwsrccvu8owbyj5riYQfIWSuo4qfRcPSCaJGwEIRVHIT7A+n1T66mzkPbXMYg4EABpVOjw1p7fbE0gD2jlv5KIBSd42IWA4VtWCCz/YDI0+sB09o7JjSIapg0TIu1c/Zdn9Y9ErkThLPE14UPdeA+sfmYCMmGAXWUOwRkY3PwxX3zsMOcmxLrIm8CmtU3bImDFCwlB8n4/WnbS6/VSt7dIEBO/z9N/WAz61enL3eZKYEIlp+UydEjlxIV60huAolw1MwAvLrD8LCb4NYxYAuP54LSm34mdMzovGD7u6F1BL8B4UReHbm4bhog+3AAB2lTaA43gSmEtwCo2exbriGny0/pTdx8wbkorXLuvvRqsInqCuVYM3VhzD3jLLrNyCBDLfSSD4Er/utSyHnRguI7XheyjtHfOAUCpuxeEqzOnvXr9yQDvns2KCkRolJxLZTlDZqMKJmlaTPFPpeQWe//eIt83qNqNzopEaKTi6eB4QiyhIGAZSMW0qexAiFWHe0FQvW+rb6FkOzWo9Lvt4K0rOK1xyTndIeRMsYTkeLWodbvlmN3Z3ItntKIEeqONpNHoW+8saO5XVcQYtS5xajpAZE4zLBqfg9z0VHfZlL1iKiwckYVxerKFEjlAmh6KEjzmNnsPI7GjEhZJMRW/x0LQ8/N/Gkg7bVxyuRsb8JXhkciaiQyQIC1aYShzpOR5aPQepiMakgjgyCetFXr+sPx77/UCH7bMWbUJBQihuHZsFsYiGhKEgooXyVFpWuPd6JYQil5SXcDnRwRLbjQg+Bfk2Cwz6JJFJfH8j0hCsHioN6Gm2gCaq3Ttv2aEqzO6f2ElrQk+A53lo9BwUGj20LAc9y0PHcqbxg57joWc5aFkOZxtUeNTKd6y9PDmnl+1GBK/RotZhf3kjOB5QafVoUetR29iKVo0eLToKZfVK1LZocORcR0XenU9OJnMEBIKP8fzsXDy7RChBkRcfgpUPjveyRQRXo9axWHmkGmKagkREg6KEEn46loOO5XCsqhWfbLAeRBcqE2F2P/d/Awb0qKFJpUPJ8VpMfms9KEPxB+N0a4RcjA+uHkSk/qxQ+PxKNKl03jbDbqKDJeAB1Cu0nbYZmBaBCwuTcMOoDNPfAsE5ft9TgUd+K7Kr7djcGASJGcjEDCQiGlKR4MwyBn0YazxzPPDrrnL8srNc2AYheKJ9O+MyeOGnVqsDD4BmRAB4sJxQc5jjeTwzpzeZpDdj/bEa3PCVffL15v0mFQlBK8YyD+377eutp8FxMPWbsX8s2xlqsPEdt3Ecb6oVzfE85g1NdXtUmq/y1F8H8f32MpvtClPCES6XIEhMC/cWQ0MqpsEYpFDN7xetRosvtpZDtLMKPNq2Cz/b7iXhuLZ7zryvLI8T+krP8eiXHIYHp+QFpMrIm5cX4pnpmdh4sh73/GqZyfvX/kr8tb/rrKiZfYVSOhQFUOhYfIqC0AdSEY1nLuiNCDlxfrkKqYhB6auzodGzuOv7vVhTXGOx/801p22eY2bfhI59B1gUD+N5HkPSo3DjaPJd4UquGJKKK4ak4khlM2YtspQALa5qwcM2vj8mFcRBJm57JlHmN50BvU4HPcdj/qw+5DuhE6pbNKblkvOtGBwc5UVrCI5SaibRqGM5EqjuR5iX+FpztAYXDUj2ojUER9l2uhEA0KIhktT+SJNKh7HvWH57jMgi77+ezPJD53DH93vdcu4Hp+QZkoXa3tG/7CwHD2G8PTY3Bn2Swt1ybYJz9Htupc02ieEyzO6fiNRIOe4cn43wbiqMEggE99EnsW0u4Hh1Kx7+tQgSkVBfXkTThhrzwpwox/FgeR4sJ8xj6zkeaj2LJQfOoX9KOCiKgk7P4ZoR6bh6OClf4S40ehZvrjiGykY1WL3gExKJ2p6zfDu906UHO5ZMtMV9k3M7lF90JwHpnOd5Ho/+fgB1BmftqVrrmb0/7CjDg1NyyaRqO/zJMQ/A1M9dsa+sES9e1Jf0tQsYkBphd9tNJ87bbuQmnvv3MH64ZYTXru9r9HYg+8ab/bbpxPke65wfkxNrl3O+qKLJA9bYZuPxWszsm4i+yYE5aTDvy304WuWcFPqyQ/Z/AJ5rUuPBqXltwRCmAAgOqVFyZMcSOWlHOVbVgunvbnT6eHv7b+nBKkQGi5EUHmQRGMMaBm4jMqMRJGGctqOn8v6aE3hr1XGnjl3bLhijK9Yc24hfbx9puueEQTfA8jzCg8QOfe8EGnFmsvaXfrwNpa/O9qI1BEdJjmgLPj9W1RKw7+lAxHys+k9RJRZdNdCL1hAcpUHZNo/yzdZSXD8qw3vGEBxm/Yn6DtsGv7TatExq0Pc8eieGIyZEgvOttuccHeWd1V1/6766DOT7y8e4bVwWPt1YAglDQ89xpqQGsx8416TGkgPnsOS+McQxTyD4OLmxliVE/9jbUT3THg6YzdEu+PMgcc53k5pmNY6cawZDU2AoyjQ+oilg9dFqfLbJdsJNd1i05gQWrTmBg89NQ6jM/c/xgHTOq3SsVTna9ixacwJ/7KnAlvmTPGCV//D+VQNx70/7vG2Gy5GKSNaIK8iJC+kwSFDrWBQ8vdyl17lhVAb6JoeDAkDTQvYbRQmTVhQAmqKgVqtAU4BcLgdNUaApgKYp0BSFYRkkyt2cuFBZh37T6FnkP+Xafrt7YjYyY0JAU0LWsDHSkDL0DwXKtA8QIhIZ2rifQkFCz81inNE3oUMf/ba7vFvSeNYYlhmFywenABD6x9hPxvlg874Ssodhce9RFAURQyEhTIZeiYEruZobK3faOe8I20rqsO3/tnW6//ubhyM2VGpyHJqUDAylWUjtuo6EyDz3efvgL51ncseFSvHdzcNNfdYWgCH0Y0KYDHFEwakDadFy241cxBVd3HtPze6FsbmxnfZf78SwgFQOAdAhmDVj/hJMyI/F1zcO85JFBEe4fngy3l4rTFrMeX8zAOC/e8cQJ72fUBAfjOJqIbkgY/4SAMBLF/fFNSPSvWkWwQ6igtsm8J795zCe/edwhzbrHpmAzJhgT5pFsBOZjfmiXaUNUOtYyMQk8LKnkBYtx+6npjp0zJS31uFkrbJb171tXBam90no1jkIrmfBrF5YMMuy9EBzczN4ngcjC0ZZndKk/PXl5lLMn1mA2FCpN0wlEAh2QFEUnp2Vi+eXnnDped9bfQL3T8l16TkDiTN1CjSpdCZ/gXE+2jg3Pe0d5xNtXEWoTOQx9bmAdM7LJSLsfHIyGhQ6cDyPovJGzF980GrbhHAZjle3II/IWpq4oDAJwzKjUNOsgZZlodZxONekxldbTuPKoal4e9Vxi6hwf2Gq2c1985hMPD2ntxet8W8UGj0aVTo0G/61qPW4aEAS/rYh9ewIT87uZfNB2Nws1HIKCyPOKXtQaVk0KLVoVuvQrNKjWaXDnL5x+O+Q/ZmGtnhoaj4YUq/ZKXieR5NKZ/HPHVm3X1w/xCPRf/7AobNNuOqz7WhR+6786DVf7Ohy/4sX98W1PXTC/p1Vx/HeGtcOpFxJTYvGZgb/geemIawH3o/VzWpc/+VOFFe1eNuUTnlpyVEARzvdP3dgMt6eN8Bj9nia6b1isOJom5LO+mO1WHG4CtmxIciJI4oevow1pbCFS4/iqdm9HVJSIniHuYUJWLjSsvbhU38dwtXD0kCTb2yfpjDZ9v3VqNQCIM55X2R8ru3g/oKnl0PMUEiOCALLC4Gz7TF/BJsvPzGzF2Z5oHYpwbuwHG+7USf8dfdoFBrkkQn+A0VRkIsZ8OCRFx+C49Wt+GNvBSLlYjxF5p0JBJ+lRa3HPweqXXrOSLkY4/NjXXrOQGLPmXpc+nHnCRK+Qota32kS6pc3DMGkgniXXSsgnfOAkCUaFypkI/VKDMPFA5NxoroVa4trLOSD9pxpwLR3NmJ0TjSRwDYjPkyG+HbZXJcZMi2vHZmBZrUOd/+wF8erbU+q8rwwKKlu1ths6ylEZGLDLtYV1+CDdSfBsSwYmsLuMufltJPCZUJGLg1DlruQNU2hrZa1URbq1Uv7k/qY3aCsTolHfisCDx4URWHn6Y4SffaSFC4zqRHQhig2upN+e//qgcQxbyc1LWrM/+MgWtV6UBSww8k+SgyXWWS/G/vI2A8cx4HjeVA0DfDAPZNyiGPejK2nzrvMMR8XKrWoU25SIkCbo8QYDSpsp6y3Mf1f23ajWoilggEQFSzB7B46ycfzvMsc8/b0ncX2dm0p037K1H/Gbeb3p/k6RQEz+yYiVBqwn+JdcqK61WWOeWP/Ae0VP6z3HW+YNGUYumPfCSex2X80ReGuiTkusd9XuX9ChoVzHgBu/26PxfqRF6ZDLumZf8O+zjVDk/D9rrag2a2n6kzZXDEhUux+aoq3TCPYYEbv2A7OeQDIWrAUn1wzCDP69sz3vj/QOzEEIzMjTLXnrXHJR1sBADIxjeIXZ3rIMoI9yMQMfrp1BJ786yBKOimNCQA6lkdpneOZ0Q/+sp845/2cxXsr8OjvByBmBKldQQWQclnyUk8uqeSvnKpV4J11pThS1Woqf9AnKQz9ksNxd4CPFQgEf6ekTol9Fc0dto/OiQZD01BrWah0LNQ61mL+e3BaJF66pC+kIqKk4yh9ksIxb0gqDp9rMqgTGn6vxjKDhnUAHUqHmG/neB4cx4PneVBUm//IvA1vOlZYUGhYtGq6P//7444y4px3hrt+2NuhDqVcwkCpZQEAVwxJ9YZZfkuYTIzvbh7u0DEcx+Oj9SexaO1JaPVWQozdAJEA7B43fr3L4WNWPjiOKFF4mY83nMLOUsecvaTfPMuvu8odqo182eAUvHl5ocPXIeoSXXPbuGzcPCYLGr2gEqM2fHirdCzqG1ug1nP4o6gWyw93XYP8vsm5eHBKLsly8CAURaH01dnQsZxpwKQx9SEHtZ5FTbMGT/99CPWKrutE/nX3aCRFBHnIcgIAjMmNQcnCWdCybX1m7Efj+tZT5/H+2pNdnic7NhjLHxjnUEAfeS7ax2dby7vcnxEtJwF5Poqe4y0c8+3pn0Lk7X2ZdSfqOt0XE0LkcX0ZmqK6dMybQ5xwvsnI7Gi8f9VAzF602anj/7t3DMKDhEBo3iyBmgffIfmF4LscqWzGn/sqIBHRYCgKLM+jb1I4HvpVKGfVnez4rjCWMnGUCwqTsOjKAWQs6mZ0LIeKBhVK6xQ4XtWCtcU1piSLCwuTMC4vFmNzY8i9TiD4CYXJYfhoXh/c9UvHMkTf3kTKubkDmZjBa5f1d8m5HJ3XWVtcjZu+3t1lm+zYYDxzQR8ESxjIxMZ/dNuyiHZ5acMe45y/YkhqB0eIUsvi9CuzyAeMG+j77AqXRKN0l6f+Eibl75tMan04Q9Gz03CsqgV/7TmDH3fbJ1m/90wDcfJ6mRcv6oO5g5Kx90wDXllWbNcxpN88y90TczAqJwZrjwrqFLb4fU+FU855gm0YmoJcIoJcYrm9OUTIgrh/SgSCJAz+3He203MsWnMCi9acQMnCWURy1sOIGRpihrYqDX+qthU/3TrCprT8qFfX4t97xqAfcVh5FJqmIKMZq7VblVo9woJECJOJ8fLSzqXlT9UqkPvkMhx9YYZbyoD0VHiex5aSBtP673eMxJAM23K/BN9g95lGi/XSV2d7xxCCU2w51Xbv3T85Fw9OzfOiNQRHOH3eMpva1bKXBPezo6QO8z7d3mH7svvHolciCerrKRiVZvyFf4sq8e68AWDIMNRt/LyzzGq53OwYOd69rDf6ZZBnPYHgj1S3dEzkeHAK+fYONB74eR/+slGKOS5Uig//NwihMjGSPZi802Oc8zP6JuDpOb3x4n9HLLbvK29EmEyM1KggIkfhQoZmRGLdsVpvmwEAmN4nwdsm+C3hQWIMy4zCFf/XeT2Q1KggZMeGgAJwy9gsjM6J8ZyBBKuIGBpDM6Lw046yTtvEhEjQLzkcLMvimqFJmFaY5kELCRRFYVBaJG7qQp1ibG4MRDSF9OhgzJ9Z4EHrAhOe5/H9jjKsL64BTQtShB3KbFAAY5CtVqq1+O+Q/eoGAKDjOEhp8i3hDprVOjz392E0q3WgqDYpSaEvLUtuUBTw175KaFn7VXr+PVBJnPNuZNOJWny9pVToO7qtvxgr9x4A/Lq7wqHzn6lXoCCBTJq7khqziYqEcJIB5E+UN6hNy49Oz4dCo0dwDy2h4Y9sPd3mnJ/eJ8Eg10g8Lv6AWNSWSRMqFSEuVAY9y7k8w4bgPpIjO07GXjUsFdHBEiutCYHKmofHY/WRamj1HN5dc8JtmfLdZev8SUT9y0P0SwkHTQkSzOacOq/EdzvPIvtMK+LDZIgNlSIuVIq4UBnCgkTk/U0g+DB1rVr8VWSpkhkqE5Gg9ABk5ZFqm21qWjSY8a4QnFeYEo78hFCD3L6gBs7yPFiON0jqAywvyOrnxIXi4Wl5Tpdn7lGj9MOVHetlzzXU/AIEZ1W4TITwIBHC5VLIpSIESxjIJSKESEWQSxkES0SQSxgES0WQiWlo9RzSo4MDMopWq+ewaM0J1Ck0polw2lDv1lQzFcYaupa1cvMTwpCfEIbj1S0OSTe7gys/3YbIYAm+u3m4RyNfAondj43G6Le3QWOlHEF5vQrl9SoA6BCQcf3IdCGrUSRkNkpFNJpVOvy9vxJPzu6FEJkIUsN+CUNDYtbOuCwx7BMzFPmwdZC3rijEuSY1tpV0lMc836o19dfGk/XAT4dM+4z9Zt4H51s1WH20Ggtm9kKQhLHoL4morZ9IvznGrienoN9zK6DWdby3Np0w1vqtxddbS03bs2ODMSE/ru13zVCQiGisPFyNtGg5ZvVNNNxzFHRqFcQMjYhWQCKiTFnG7ftIcI4Fdj81q/R4+q9Dths6yHtXDkB8mAwRcjGqmzQQMRRENAURQ5uWSU3m7vPb7gos7kK9wFm+uWkYgiUMokOkKK9XQszQYGgKYkZwHgeJGac/sgltXPvFTpef8+rhaZjTPxFhMjGCxAzONqogNtT+FBn6MYQ4JJ2CoiiMzoo0Zc+PeW0dPr9uCKb0JllB/sBlAxPw4nJBleeNFcfw8fpTOPT8dC9bRbCX52bl4pE/BeWrWYs2YUxODL6/xbFycgTvkBLRFsjUotFjzvubIWYonHh5lhetIjhCZHspLQA/7SxHsESEp+b09oJFBG+QHRuC7PEhAIB7J+di2cFzuPOHvV6x5erhaVh4ST+vXJvQRp+kcJS8IigR6VgOZ+qUWH+sBt9tK8W/B6uh2nuuy+M/vHoQZvdP9ISpBALBTj7bWo6isy0W21rUeqdLjJjzx52jEBcqFZIQTMlBRt+akChEUZRbZNJ7MmodCy3LgWV56DgOLMdDz/L4557RqFfooNDqceNXtks4F1U0oaiiox/ZGquP1mBifiyGZ0U7ZXOPmrF6+4oBePOyQtQrtahqUqNRqYNSq8fa4hootCw4jseZulaU1atQV9FsUSPKFlvmTwo4x+8/RZV2yS37Og1KHRqUOryy9CiuGZEOzhD2kholR2qU3Nvm+QUSEY2V9wzDg4uLcfq8Ag1KHXobAlKKq5o7RI8a+WbbmU7Pee9P+5yy5ZFpebhnEilTYA8UReHLG4bigV/2YVdpA+oVWuTFh0DM0DhZ02o12ALout+cHZQ+OCUP908h/dYeMUNj42MTcdPXu3CqRgGVjkVhagTUWhbHqlusHnOqVoFTtaet7tt9pgGL9zrvwHzhoj64bmSG08f7MuFyMdY+PB4ltQroOSHC0Rj5yPNC7cDSOoXNGtftuf/n/TbbLL5rFAalRTppOQEAbhqdgfz4UCi1eiFS1dBnwjIPlgM+WHsCpXVK2ycz4/ovbTuNiSR099n15BQUlTeC5XlwnKH/DMvGfnz09wMOnfPHHWX4sQuFGAB4ZW4/XDWMKMM4g7msPQAMTifPMH+hRW1ZWuzR6flesoTgDG+tsfzGe2pOLy9ZQnCUorPNHbZ9/L/BXrCE4Cx9nl3RYdvDU/Nw2/gsL1hD8BVm9kvsdDzAcYIDwDiebGxqBsfzkAeHgONhGKcI/37aWYaP1p9y6NpF5Y0u+C8guBIxQyMnLgQ5cSG4olBQDqUkQXjyz0P4p8i6bPKZeoUnTSQQCHbwwMQM9E0Kxe/7q7G3rBEimoLeRUopl3681XYjCP6W4y/NdMk1ezpNSh0KX1jp8vPO6peASQXxJgVIY7AFZViODZViQGqE0+fvUc55ANBzPG79djf2lTU6dFyEXAyGoqDWsVBoWQBAerQcefGhGJ8XG3COeQC4dFAyft1Vjp2l9d42xSX8d+Ac/jtgGc144LlpVuvUEjoSKRdj8V2jLbb9te8sHvhlv0ftGEVk8x0iSMLg/64dYrFt5eEq3PbdHo/aMSbXuQiynkBcqAz/3TvWYtvgF1d5xZYh6YEt35QVG4Ks2JAu2zw0NQ+fbSrB68uPuezDPC8+1CXn6clQFIUxuV0//y8bnIJGpRY3fb0LRRVNLpGgXDCLlJRwBbGhUptZ15cNTsHWU3W48atdDpUk6IpxebEuOU9P583LCxFJJH39hvZKONePyvCOIQSnqG1tKykxNjeGlOzwI8JkltNrpE55YPDWquN4a9VxoiBDsApNUxZlzVjDcyAsRGrRrlGpxQ2jMzCzbyIu+GBzp+eLCZEgPkyG964ciJy4rsetBN8hVCa26pj/7uZhGJtLxiMEgi/C0BQW/HPMtO6q+b+uMJbzMzp5n7uQqPK4ihCZCCOzoq2qBzsKQ1O4aEASXp3bHxKRe5UNAtI5r9Vz+GvfWeg4YWKP54VaszwApZa16ZiflBeNecMzTPL1uXEhCO2BDlyKonC0qmP0t79TmBqBIDGNmX0TEUrkTrvFsMwoJIXLUNmktt3YQQ4+N02oJ2yUfDFIwQS69LYnGJAWgcyYYJw+7/roXWv9ZqwtTLCfR6bn44nFB91y7k2PTURksMRU35ncX5ZQFIWFS4udPv7UwlkdSr4QPMexqhbsdTAA08gj0/Jw54QcUwkfgmehKArfbTvjtGN+15NTEB0sIfeei4gOFqNOoQMAPPJbEcbkxJDa835CeYPKYv2Bn/fh3SsHeskagqNM7xWDJYeF0lObTpzHTzvLiAKIn3C20XJMPPM9oW5lIKosBiKNSl2X+2/5dneHbUQdi2APb686jkVrTtjV9nyrFudbtZjy9gbcNDoT5p+0xkWLbWYrFISA2BtGZRCZZC+QGhVkKvlp5NovdpJ3AIHgoziimN0VS+4bgz5J4a45GcFpGJrCT7eNMK3zBsXNG7/ehY3Ha7s4siMsx2Px3rNYMKsXYtoF27magPRMvrXyGP5vY4nTx689Xoe1x9uiLJLCJo4KnQABAABJREFUZWB5oUZBiEyEO8Zn95gB8sHnhPqEPG+UHW2TZeJ4HhxnkCU1SpMa/vDn/3HArF6yb1FU3giKAnaVNuDlJUcBCsJEPCjEhUnx460jyIeTnSRFBGHrE5PRoNDi+q924nBls0syFQGg33O2pUi+v74Q/ZNJNoKjxIXKsO6RCWhS6nDtF9twuLIFrIs+Suzqt5uH28yA7elcNSwNVw1Lw2+7yzF/8UGX3VcAMPb1dXa1e3hqHu6d3DNLERx/aSb+3FWCx/8+ZrtxO7IXLHWDRV0TLGHw1hUDMKNvgsev7WsMz4rGoeen43+f73BYBvLNlcfx5srj7jGsC/omh+HrG4e5/aPfH/jof4Owv6IRcz+yTwbOnKEvr3aDRV0TIhXhptEZeGha4MmGGx3zRlrUOuKc9xPCgiyDyl2RPUDwHOXtHLzHqqyXOSL4Hp1lXDUpdWR+wQ9wJpa8rE5JnPMEmwxMi3DquC+3WC9lZ4uYECkuHpjs1LEEx+B5HqX1Kpw9o8CsvokdfBH9U8KRRL6fCQSfQ8dyGPL6Fpec67HfD5iSnRgK4AFwxkRhgx+tb1I4nr+oD2Rixub5ApET1S248tPtqFNobTf2Ae6fnIs7J2R7pL8C0jl/96QcaPQcNHoWPC9EEtJm2YEURSFIwuBjO2v9mGcF1ym0eGLxQYzJielR9copioKI6ThayZi/xAvWdB/eUOuUheUA+kydEltPnsflQ1K9ZJl/EhksweI7R+H+n/djycFztg9wAVkxwUiLJJMc3SFcLsbX1xbiib+LseKoZ4JpEsJkyEsg8mz2cvmQVOTFh+KiD13z0egIPVkOWiKiMaN3LKpatFh+tA5Hz/m2ioxCy+K9NSeIc95AiFSEr28Yikd/P4AtJ89DpWO9bVKXHDrbjP1ljUQqFYI06KC0SHx23RB8vP6k0yoInqJVo8eitScD0jlvzr2Tcoi0qh+x8USbMz5CLsbH15Ca1/7EgbNtzvhgCYM9ZxpQ16pBNAng8nnu++2IaVnC0AiSMPj9jpHIJeWN/ILH/upcOYsElxO6w7CMKAxJj8TuMw0OHzt/ZgFENNUhw5M3m8vkecEZxPOCLP6FhUndtJhgD7tL63HZJ9sstoVKRVDrWdw8JguPTc8nCpIEgo/CUBTm9I3Df4dqun2uw5W25wsPVzbjiqGpGJzeMwP6lh6s8gvHfEpkECbkx+KuidmQijwTSBGQzvkwmRjPXdjHZrvHZ7TVET1R3YKp72y0+xqdZR5SFCCmaYgYCmKGxtCMKLx75QCEBIB8erNah4lvrPeLm8kZDj8/HbQhcIPgOGo95zHHPACUnFdg3LvbO90fLGGw/tGJiA0lE1ldodGxHnPMA0BVsxrDXl7TZZu/7x6NwtQIzxjkB2w+6R0VEnsCAm4ek4mn5wRmjaRmtR7vrHUuW8EbHD3XbDVgrujZaQgP6nmleRbvO4vVR6u9bYbdWJNK/d/wNDw+Od0L1nifW638PnwZa/feqgfHBYxD5v21J3HtiHSEBYkhFdGkbICPMz43Gq+uEjK3GpU6fLqhBG/PK0SQmCF952cotCwOnm3C3rJGTCUBXD7PE9Oy8cpKIQFEy3LQqjisOFwVMO+CQOeWUanYerrR6r7FeyuIc57gNOdbNTYd859eOxhyiQhhQSL0Sw4n72sv0KjUYs+ZBmj0HNQ6FiodC7VOWNboWKj1HJpVOkPpAQ32m6m0jc2NwQdXD+qR424CwR+haQoLL8zHwgvzcbxe3yHQxh18t60UhSnhAV92JO/JZU6XKvQ2FQ0qfL+9DBcWJmNYZpRHrun/HmMXkRsfitJXZ6OuoREqHQexTA614UW87dR5PPfvEdsngRCpqGU5aFkAYLH6aDVO1rRiQAA4mlRa1i8d88MyoyBhaIvayjRlkBuhARFN46IBSQgOgAAKb3GgohGvLS9GTIgEGh0HjZ7z+oNYoWXRqNQS53wXHDrbhIX/HUWUXAwdy/tEvwFAaZ2COOcBaPUcvtpyGt9sLUWkXAytnoNKx8KFCvfdZtWR6oB1zocHibHi7qFoZkVgaAoiQ9Q7y/FQ6zjc/eNe1DvwTpw7MFkoAWOQteJ5eCSgSanV98hJgptGZ2BIeiS0LAcRTUFE0+B4Hs2trSg5r8SzS+yr+wgAI7OikRAua9d/PJYerHLjfwHww46yHuuc3//MVJyoaQVNCd9pFCVIw7Ech3dWnXAoaOnCwiTQhuM5nodWq8PKYvcHPR2oaPJrh8x9EzKwaH2paX3YQsvAujn9E8FyPNKi5Xh4aj4kosCeZPAnkiMs5VOXH67C8meE51VGtByD0iIhZmg8OiOflNPwQZbfPRQzPtxlsc0YsHTRgCTQFIXUKDnumZhD7jsfo7cVdbA3Vx7HN9vOYHJBHJ6e05vMOfgw1S3Wv+vfv2ogLiCZyAQ7UGj0eOyvYpyqVUAsEqG2VYPaFo1dx07tHU8c8l5mwpvr0ajU2W5oxoiMCDw8ORNDc8kzgkDwVwanR+KVuf1QfK4ZK49U41yT2vZBTvDX/koMTo/EtSMz3HJ+X8ETfoVZ/RLA6vWgKApSiRg0RWHPmQaU1SvtPsdn1w1BdIgEDEWBooS5Xj3HIyJI7NF5HDIyaIeYoSFmaISFtU1q5CeE4obRmQCAtcXVuOlr+7N5RmRFoV9yuMvt9AbxYTKUvjrb7vYsx0Oh1YOCIIvP8zxu+3aPx+se7jxd32HbH3eO6rFSIq6mtkWDCz9wn+T2YzPycf3IDDA0ZQquMNZyaW4WpGPCwkjdeUdpUGgx5/3Nbjv/k7N64arhaWAoCjQtSAYZ+41gH59uPOX2+tcbHp2A6BCpqZ9oijIsk34CgMRwGfI7eb7sfXqqzeMblVq8u/oEWI4Hy/PQsxz0HA+WA0JlnvkEG/nKWtNybKgUmx+f6DF5Jm9CUZTVIJ/mZhqFyWG4fmyezXOsLa7GhmO1QhkcjoeO5Q0f7IJ6iyfov3CTafnNywtx2eAUj1zX20TIJRiaYT1S+ftbhts8Xqvn8PH6U6hXaKDjeLCsMNDSc5zHnFkP/1aEh38rMq1vnT8JSX5Uc5izEQn234G24KL4UBnG58ciUi5BVLDE3aYRbMC31741o7ROidI6YdKCYSgsvKSfp8wi2EmzWt/pvr/3V5qWeyWEYma/RE+YRLCTwhTr34y1LRr8vKsc4XIxrhmebqo/arxTjfcsD0GFMS2655RP9CUm5Hb87hiTE4NR2dFoUuoQFiQiY1lCB3iex3trTmB3aUO3FO8yn1jaYZtMTOPoCzPI352H+Py6Ifhw3UnIxIzhHw2pqG1ZzNBgOR7fbjuDZrUOWj2H7aWNuPyLfQD2Ydn9Y9ErkcxNEgj+BkVRuGpYGgDg+Yv6dtqupsW2Eqwtnv77cMA55+/9aR/+Laq03dCFcJxh/pqmIGEEBfPxebFgaArzhqb61bOYOOcdZFKBY3Jy20vqoWM5MHTgT4Q3KrUY9/q6LicUfIUgceD3h6cwl3JyB99sLQXL8tCxHEQM3TaZwfMYnxWG3Lhgt14/UDl4tsmt5/9pZxmUWhZ6joO4Xb9N7hVPMuPt4KstpW6/xh97z0KjZyEVMWAoCjx4U826tCg5Lh2UTCYD7OTQ2Sa3Bry4gtoWDTjvi2P4JC/8ewRfbvHtMgaNSv9TL/IETSodCp9f6W0zbKLR+9fNNzYnCh9sPGNX2xf+OwL8JyzvWDAZ8WGyrg8guJ2C+GAUV3cdRPRMgCrf+DtpkbaDeC4oTMKMvgkesIbgCFwXgTEA8H8bSvB/G0psnueli/vimhE9UznHm6itvKc3nzyPwS+tBgDcOjYTT84mz02CJSdrWvHuavsVuRxBreNwrLoFBQn+42TwZ4ZkROGrG4fZbHff5FwAwIfrTuKNFcdM22e+twk/3jocg9Mje0QwPIHQ43BQxTQjWo6n5/Q2JarRFJAb57/Kep1R2ajy+DWXH+5cxfLrraUdti26aiAu9FEVpIB2zqt1LJYfqgJDUxAzFDafPI/vt5ehMDUCk/LjoNGz0OoFCW7jcqtKAy3LgwMNrZ6DnuNMsgbGn46QFC6DzE8cwQ0KLaa9u9Fu2SVfIy8+BCKaRn5CKBieBQdAJBKBNjiWKEqYyBiVTWqFuYp9ZQ1urwtb3azBW6usZw8vWgscWDDWrdcPRA5XNuG6L3e69Rol5xV4Z3Vn/XbSIRWOnsijvxV5pIzIojVdTyQkRwRhZHa02+0IBOJ8vITG3qenkozWLuif4rsqR+NyovDtLSO9bYbPIhP7tqzz9zcP97s6tc0qHeZ9ua/LNunRcpM6FgBQACYWxBGZdB/gv0M1nTrmM6LlmDc0DXeMzyLBdz7KiDe3Wt1Ovp19nyf+Pma7kYG0KDnMhaqM92NUsATT+jiWEEJwDQtXnOp0X5hMhIsHJnvQGoK/kBsfitUPjUdlowo0ReFIxfku/5Yc5ZutpXhlbn+XnY/gOm4Zmwm9TouKBhV+2yc4iq7+bAcA4KGpeSYnPoFA8C8e+70Iv+6u6PZ5SuuUqGxS45rhaQE97vrjzlEAgIz5S7xsSedkx/puYmdAO+ef//cwftpZ3mF7UXkjiuzM9u2dGIa4MClENGWoOUujd2KYab1ZrYNKx4HjeHA8Dz3LY2dpm4z6tzfbjrrzFVo1ep9yzE/IjzUtUwAenJqHnLgQUBBqQRgRMzSYdhLMRO7cM+w50+DR643JicHAtAhQFAUKwPiswIs48wQHKtybNd+e9v02pReZcLLFb3u6/yHoKHMHJSMlIggw9FNGjBwjsqzLShMEWI7H2uIaaPUcHvp1v7fN6cDwzCgkhsswJjeWOOatUNGgxIGKJlQ0KLFwabG3zenAhYVJYPU63Dchw9um+CRbT51Hs0qHLzeXetuUDoQHiTEhPxZZMSF+GeCk1LVlD146KAVvXVHoRWsIjvLG6rbM3KJnpiFcLvaiNQRHaK+wQRzy/sWyI7Wm5X1PT0WEXBzQk7GBRu+EEKwq7ihLfteEbDw2o8ALFhH8hZy4EOTEhQAA6ppaXHLOr28civToYKRHkTIXvopUxODGEULJMaNz3sip2la8svQo5vRPQj8fDgInEAgd6Zcc7hLnPAA8/dchKDV63D4+2yXn82V+vm0EftpZBp4H/vGwzL0tZi/ajNcv648QqQhjc2MQKvOd8XFAO+cfnpYvZMXrhOz3ZrUOhyub0aTSIVQmQosd8usfXzMI6dG+G13hSlKj5KYJAJ4XaqtqWQ4aHQsty6FVrcfUdzZ6zJ71x2ot1te1W2/PnP6JOFOntCrXHR4kxqbHJyLMh24+f6W2RQMty4FleUzIj8X328+Yale6k7/vHt1BCt0YhEGwTYNCC4VWD44DhmZEojAlHEUecNL/d+8Y9E0mgxF7ONekAscDOj2HT68djNu+2+Oxa59+ZRaZPLSDxXsr8NCvRbYb2klalBy3jssCTQEMRYGmhOAzY+0k47KwDlOAC9CmqNW+15RKJXgA/dJjkROAklnOotTqcc3nO7C3rNFl53xgSi5iQqSGPgJommpbpijDOiy2Adb7jqIo8Ib6szRFYXRONOQSEXnPGdhf3oiLP9zi0nO+eHHfDv0j9JvZsmGfUYYOEPrP2HfGfjPC8UBcmBSD0iJdaqunKatvk6Z7+ZLO6+4RfJMRmZFYfqQW90zMIY55P0OtY03LW+dP8qIlBGe4fngyvtlxFjeOzkAkCYr0O4IlloqXGx+diJTIINA0GSMR7GdiXjQOLBhrShR6e+UxLFp70uHzRMglyIzpGXPRgcDE/FiLOeu/9wuOqf/bKARMvn1FIeYOSvGKbQQCoWsalVrc8NUul5TtlTA0xuXFgOWEuZ0QqQjzhqZ2+7z+wIisaIzIEhITnpzdC0Xljaa5L9psvtk472U+t8nzPDhDOVyW402lcTkepoRo4/4tJ89j2aHOZe0747HfD1jd/r/haXj5kn4On89VBLRzPiZEirevGGCxzTixbnTMB4kZxIRKEBcqQ2yIFM1KNZ6ckYM+6T07s5OiKEhEFCQiGiFSw59JOPDapf3wT1El9IYa4HUKrUnSkqIsJytP1rSaZH6NN5dEROOSgSmgKeCj9a6TegKA/w6c63Rfk0qHpQfO4cphaS69Zk+A53lUNKjQqNJj965qvN2JxHx7JhXEYVxuDCQiBhuO16CuVYtROTG4fHAKxAwNEUNBTNNgGAoimrKqgEDoHlVNatS2aHD0XDMe+8P6S6g9M/okYERWFMQiGuuKa9Co1GFyr3hcUJgIEd3WbyKGMpQMIf3WHc41qVDbosE3W8/gj732RWY+OasXZBIGNc1qbDtVB4amMH9mAeLCZBDRlOGf0EdKRStENIWI8DDifO8GC/48iB93lDl17Kx+Cbh+ZIbpPSncLhQkDI2+ya7vlzblGOKYBwRHR8HTy50+/s3LC5EWJe/wjZMUIUNiuO26wITuseJwFW53MlApJTIIb1xWaAp0Eb5XhQCW3gkhiI6McKmtgcSwjAjT8j9FlbhiSM+YUAgUrh6ShOVHavHBupO4aUwmUU7xI8KDxCiID0ZxtQLvrj6O1y8jqhX+xC2jUvHNjrP4akspJhfE+11Jk57OlUOSMHNAGsa+vg4AMO6NdfjhluEYnUP6kSDA8zwOVzajWa0DxxnmOXkenKEMKscDrQoF9BwPkaQZOpaz6Zjf9NhEiBkaYoaCXCKCTEyTcbsf8tWNw6DWsahuVuOVpcUd6iE/9GsRBqVFIoMEXBAIPse7q0/Y5Zi/d1IOZGIGUhGNYKkIlw5KgUTk2yX2vEV8mAzT+iS45dzXjEjHyZpWVJ5vBADI5XJwvPCO3lPWgNeX219mCgB+2FGGH3aUQSKicfylmW6wuGsCzjnP8zx2nq5HnUKLFrUOTSodGpQ6nG/R4HyrxiKSbfPjE5ESaSkRRDKUumbe0DTMG9p9B7dCo3e5c74rooIlxDHvIJWNKox6da3Ndm9dXojIYDFENA2tnoOIoTA+L9ZiQHH1cPK79xQ8z2PMa+twtlHVZbsXL+qD5MggaNVqaFkO4aEhGJcbY9Fv/xue7m5zeywP/1rUpTNeJqbx7rwBCJKIwHE8NHoWA9MiER8mc+g6rEb4UCQD/O6x7VSd08fuPdOI5y4IRpyDfUdwDY1KXbeOP1bVjMsGkywHb3H0nPPf5RUNKoQFidAnyVK9pbk54IY/buW33eXEOe9n5MW1TfzqOa6LlgRfJCZEAlQr8OvuCuKc9zOCpW3vl5M1LcQ574ekEgnxHs2+sgacqVPisT8OQGtWZiQmRAIRTaOqWe2S67x35QAES0TIiw8lf3N+Tl2rFpd/sRfnFZ2POQsSQnHnhGzimCcQfJSvt5ba1e73PRXQ6jlo9Rw0eg5PLD6ImX0T8M68AZCJGdsnILiMnLgQxMmE97RRqUatY/HemhNOn1Or9864OeBmp7aX1OOqz7Z32B4fJkV0sBTTescjLUqOq4andXDME+xDo2eR/5T9WWhGWV4KgJ7jbbZ3B/UKLY5VtSA/gWQS2ou90V8P/+aYxLNcwoCCQdLEkMlmlCb59faRRALdBSSEy2w655/++7BD5zT2m7lKBscLfyc/3zYCefHk3nKE8KCuZWbVOg53fL/XoXMaVU4o0/8JNdEZmsKvt49Er8QwJyztmawrrsHLSw6D54Ez9apuvbuqmtUoq1cS57yH0OhZPP/vEewurYee41FSq+jW+T7bdBpPzu7tIusItjh9XoG7f9gLPcdBqWVR0dD1u8wWReVNHZzzBNuYP/O+vWm4Fy0hOIN5zfm4UPLu8Tc2n2oAAHxz0zAvW0JwlD/3t2VK3jA604uWEJxBo+cwul1yAsma7zmcqm3FJR9ttbrvfKvWpde6/+f9VreHSkVgGAoMRSEtWo7PrhuCmBCpS69NcC0KLdulYx4QsjwvGpDsIYsIBIKjjM+LxYbjXZdSBoBzTR0DtJYdqsKa4pXY/PhEMu7yMi1qPbZ2I7EKADLmL0FOXAgYisKlg5Nx69gstye7BZxzfkhGJO6ZmIMP1llKB+1YMMVLFgUeNc0ah9rzPMDy3nHKm2PLGUawJCZEilMLZ+GO7/dg1ZFql51XqWU73fdvUSVxzncTiqLwx52j8PmmEry05KjLzttpv2mAVUeqiXPeQZ65oDfyE0Lw+B8HXXbOVo2+030rDlcR53wnaPQsapo1YGgKPIR6Rjd+vavb5xUzFILEDO6amIMhGVHdN5RglbpWDVQ6FjRFgeN5HDrb5HQJAnOCxAyiQyT4ljhH3IaxbI6xNArL8Xjh38M40o1seUAoHREsEWFanwSieuAkR6taAQDj8mIRJCFZAP5GpWHiaN0jE7xrCMFhzL/lxufFetESgjMcMTw7Vz04zsuWEJyhVa23CHA/+sIML1pD8DRZMcG4ZkQavt/e/XGEs7SYvQPqFFrsLq3HjL6JXrOH0IZax+K/A+dQUtsKtY6DWs9CrWPRqtQgJUKGisbOVRV+3lWGa0YQVUoCwddYvL8Kzy11PtPaiFbP4VhVC3HOe5nYUCm+uWkY7v1xL9QGhQNnOFkjfM8vXFqMSQVxkIkZ03xjeJAYoTLX+hcDyjlf0aDEmNfWWd2n1rFEYsJFpEbJUfTsNOwvb8T1X+70tjl2M+KVNfjsuiGY2jve26b4DWod6xLH/JVDUzG9bwIkDG16oMWESBEeJAZNA1KGgUREQyYmtVpchSsc8zePycSY3BhIGBoUJQTaxIdJESI19JtIqLVDnq3O4QrH/OfXDYFYRENscCzzPJAZGwwRTYGmKGhUCkgYCnHRkd03OEAZ//p6l0kUmqNjeehYPV5dVow7xme7/PwE4FhVC6a/u9Et51bphKzt5YercNeEHLdco6fzyrJifLqxxHZDB+F4YXLzj70VeGhaHpIjglx+jUDnTL3gnIgLJdla/ohaJ0xEsF5SLCM4T22LkJ2ZFC6DVs+ROpZ+htTQXxuO1yKXBC77Hfp2CSW9nlmOW8Zk4qk5REGpJ0BRFIZlRnvFOT8+LxYvXNQHDE1BRNOgKWGuJVxOEox8hS+3nHa4jrFERCMxXAYxQ+PKT7dhe0k9ACA/PhTPX9QHMSFS5MSFuMNcAoFgB535IN6ZV2jyXVAQ1GODxAyGZEQZntMUGOM/igJNkzKivsL7a06gWd154pqjTHm743zjyZdnQsS4bowWUM55MgHRfdQ6FnPe32yKEgk0bv12t2l591NTiESUDY5Xt5iWI4JEkIoZKDRslxm61vh5Vzl+3lXeYXvpq7O7bSOhI+X1StMyTQHxYTK0avRQaPRw5DH5xebT+GLz6Q7bSb91n7pWDSQMDS3LQSamER4kRqtaD0UXyhLWuMXsmWbk5jGZeNowidTMO6Z00hN58eK+Fu8Ge5jdLxG3jM2EiKaFj3Om7cPctE5RoCgKYUEB9anlU2TEyDEyKxrbShyTrvrwij5Ijo0wDaraftJgGGGdAiBmaEQGS9xjPAHzhqY67JwPljD47pbhln1m3odm916IVESyvp2kMFlwKv2+pwIvXdyXBOH5GcFSob+u/3Intsyf5GVrCI6QES0EE1U2qbHySBXm9E/yskUERwiTCd98Ly05ilvGZnnZGoKjxFsJSNvSTXlUgn9xYWESLiwUnrs8z4PleOg54SfL8yg+14LFeyugY3n8P3tnHd7GtbTxd3dFlmWZITHHEIeZmamUpm3KjLf92pRTTjmFW4a0t8zMaZKGG2Z2HCeOKWaWbfHufn+sJEu2bEu2WOf3PI60PM7x2T17ZuYdluPA8UJAr/X+Or0BagOHw+ccU4Iicyv+wXUT0iBhaGj0LEIkQnIRzwNNLWroWQ4UI4bOyEFnYHG6ugWFta1Q61kU16lRXKe2OdepqmZc/qFQjnfLA9NJLXoCwUssHBSHwjoNPthuG5R17/f2y/euOH8gKVvk43x/2wQ0qvVgOR4cDxg5zuZZbmTNz3YOewvr8eKaPKfOv2x2lkX50VUE1IxxanSoZWCjNbDIeUKoi/74ogFkUslBfj54LmAd8+0Z/dwGAMBlo5Pw4sVDXd65/J21xytx+1cHLMuNGiOg6d4pHyYVgaIA2uTcoM01yqm2ZbGIwnUT0txmezBT0aTBlJfbFEQ43n5dnPYopCLQXbSb2enxfzOy3Gd8EDHKdP8BhAw3raF7J3qYVARQQtvQprahqba2EtE0pCIaV45LcafpAcecgfE2kyLrTlTiti8PdHEEsPpYBd69aqS7TSN0g1TE4Ntbx1uWtQYWd397CP90o/hS1azDopERbraO0B0ZsQqbvpdf1YyL3t3RZfmbVj2L4UkRJDrdzSRFtEny/e/fs/i/WeTZ70/cNzMd2wsaUNaoAc/zbq+TR3Ad1m111zeHiHPez1gyIgGrTBO8BpaD2IVZNQTP8P2t47HU5DQDgNunkSCLYIWihPkPkdVU8tj0KIxNty1Xtvi9HThU0tija3xz87heWEjwJKFSkd2gK5VKCMJQKoUSggU1LZj1360OnXN6/1ikRstdZySBQHCaKDsKJf3jwyAR0RAzlGn+lUK0QoLFI0jJPF+HoSlEO5iI+9bG7ksa/N/MTNw/t39vzeqSgHLOm9lVUIcr/tc2oCa1XRznouGJ2HKqBrnlKkt0KMfx4ExRoOb68V1NnPobP+w/hxUXDIJcEpDdocdMzorBxSMScaJchVNWGfTdsf+J2ZCKSDCMt4gPk+He2dnYmFeFo+eaHD5u/+OzSRCTB3ntsmH4dEcRjpU51kbLF+QQaXQPMW9QAopWLsLSVTuwp6ix0/32FtZ3mJwheBeZmMGH145GSZ0aU1+xX+YIAH46VIklY/oRqUgfIzs+DLnPzMebG07j9Q35ne739Z5iXEMC/DzGjJw4b5tAcJLj5W3jduKY91+WjCQTgP5GuVXNYREJIvNL+sXaSkyPSCalwQj2Ka1X49Ffj9moFjrLv6drERMmtQq8FxIjAIAHLPOwAJAVpyDPdD+gX0wo7pqRiXc2n+l23y2namDkeIgZ0q4Egrd48Z8Cm+W1y6YgJ0HpJWsInqKothWbT9V0uU/hiws98twNSG+knuVslhvVBiSEE6eTI4RKRfjftaO73e9QSQMWv7fTAxZ5Bq2Bg5wo19qgkIrw2tLh+HRHIZ7+M9fh4/o/vtbu+tcuG4aLySST26FpCvfMzsL4flE2Uf/dYVYaac8H14zCvEEJrjKPYOLikUmIV8pw1Ud7HNp/5Zo8rLQjtxMeIsa2h2dAKSNORldS3qhBTbMOCUopKlX2VQ3e2JCPb24Zb3cbwbucKBeCXkamROCgnUyW3MoWlNSrMUQe7mHLCN3RqjPiWFkTQsQMtEYWvJ1SLE/8foI4593MMSvn7uBE0k/8jZc3COUi5g2K97IlBGexDoBfuWSIFy0h9IRfjgjKPSNSIogTzU+Z/Vpbxuublw9HCslqJXTCGxtOY9vp2l6dY9XWAqzaWtD9jgDunpWF++Zk9+p6BPdDURQemNcfD8wTMi3bJw+2580Npy37EggEzzMwQYHcyjYF6ShS1jAo2FHQ+fM7JyEMJfVqHDnXhOHJEW63JSCd8/1iQjE5Mwbbzwj/0WWNaiSEy7o5itAdewvrUdaoBs8DG/OqvW2OSxn57Hr8c+9UZMeHedsUn+PaCWlQMBzyq1vxv52luH5iGsQMBb2Rg57l8O3ejrXk7XHfD0dw3w8d67ZIGBpf3zIONEVBKRMhi7SBSxjXLxpf3DgWJytUeHFNHpaOTka4XAy9kYPOyDrcbp3Je6dGy/HfS4eBooBIuaRDlgGheyZlxuCzG8Zg19k6fLD1LG6anA4KEGqVGVn8sP9ct+do0hgwdMU/drddOS4F87IjwAOIieCJg8VBVFoDJq7c1OU+I1Mi8NF13QeyETzPd3tLsPyXYwBg1zEPAE8tzMKQJNIffJFBT63rcrtcwmDj/dM8ZE3w0j+ePNP9mQnpkVifV4uhSRHeNoXgJHJJW0IBybz2P1KjQgAAs4jiiN/SpDFYvpOyEoSuePHiIbhweF+IaAoSEQ2GpsDxQEtLCzgekIXIwfM8Dp9rxMtrT/XqWkMSw7F0TLKLLCd4kpGpERiSGN6pYuL/tp0lznkCwYsU1Lapn6w4fyDiwoj/MBi4YkwKTpSr8M2ekg7b8iqFRIWL3t2B3+6c5HYHfUA659/fWmBxzAPAkvd3Wb5b17YkOM4fR8px97eHvG2G2xibFoWkyBBvm+GTMDSFeQNjMW9gLB67YCgAoEVnRG65CqFSBiOSI/HQz0d7fH49y+HSVW199Pc7J2GYByKTgoGp2bGYmh2L20xy6Doji8MljVDIRBidGoX7f+wYLOEoxXVqXGLVbpvun0Yc9D1gev84TO8fh0cWDAAgZGxXqrSQiRiHnPNd8c2eEpuBhicGFYGAQiLCxSMT8cvBsk73uWJsCimF4qNM79/9hPjiYSSb1Fd57bJhdgP5zFw6Kgl9wsl4zd1YZ85r9CxCJESBzJ8oqGkFAIsULsF/sM6cL6hpRWYcGVv7E2ZZ+0AqARhMFNXZypM/+NMRvHbZcO8YQ/B5JCIaU7NjO6xXqYQxk7kGOeOCQKs5A+ORGEHGv/6GkeWw/OdjXZYyXHPPFA9aRCAQ2nPN2ER8tFNIXlvxZy5WmJSDb53aD48uHOBN0whuhKYpXDM+1a5z3kyMQoIsD7yLBeTM8tMXDEJlkxab7GR3py1fjQSlDA/N74/FIxKJ3JiD/LjfsSxbf+Hj60Zj1gAyOd8ejZ6FkePAcnzbD8/jZEkjbvz6WK/OPSUrBjRFgaEpHChugIHlIBMziAgRI0TCQMzQGJcehSEku9dpzNnwHC9MxBo5DhwHtOgMmP3av706t7ndaArYX9QAluchlzAIDxFDJhbabUb/OKTHhLrotwlcmrUG6I0cWL6tf1U0aW2CU5ylb7gMGXEKMDSFJo0BJytUYCgKraZJwdSoEESEiDA9JwFDSd9yCJqm8Nplw9EvUoJXNxba3ad/QhiK61ohFTEQMxRENA0RI9zfxAxtqRtI8DwJ4TIUrVyESSs3oaxR02H7+LQIFNdp0MyKIRXTENM0GIYSPmkKIpoCTbIVvcbFI5OQGBHSaVmWSZkxKKxthVREQyJqaz+Rqe0YmiJ9zwWMTG6rszf/zX+x9cEZXrSG4CzPnt8fV312GK+tz8eCwQlElcqPkEsYZMTIUVCrxuzXtpLEAj/jxonJ+OlwJd7bUoDJmTGYmBnjbZMITmBWPjDzy8EyyMQMXlhMSkwEC7zpPZ3jhXrvwo8wx8K3+86aljmubT+O56FStYLjAXmrUGK1K0lzR7l2QqoLfjuCJzCyHKqbdVBpDbjps/1230et+etoBe6eleUh6wgEQnvMjvn2/Li/FAqpCEaWQ7RCiqvHp7ok2IrgWTiOh8Hk5zKwvOmTg87AdalSduHwvnjz8hEesTEgnfNihsbH143GF7uKcbCkAb8fLrfZXqnS4r4fjmBkSiTSiEPJIc41dD2g8GU2PzAdyZEhoEwORjJpa5+9hfW47IOeOwk7Y+P905ASJYeYoV1+boJA9uNrXH7OTfdPQ2p0KBl8uIgdZ2odri/vCP83MxPXTUxDjELa5X4qlQpAW+Q+wXEuH9UXLA+8vqmjg/6Cd3Y4fB4yse4dvr1lPC5ZtRPVzTqb9buLGnHhh/bLdbTnkQU5FuURgucYmx6FT68fgxs+29dh262dlFqxx7aHZiA5itSK7Ql5VnX3xqVHedESQk+46rPDlu9k/O1fGDneIq+ZHEWyJP2NR37Ps3wPlQbkVFtAc7ZW3WHd+H7RXrCE4GkWv7cDhzoph+UNLhjWF29d4RmnAMF1zHltK05Xt3S/I4DPbxyLWIUUA/qQAEoCwZt8ce0wXPtFR+W+BrUBr63PtyxHyMW4cHiiJ00j9JAl7+/EgeKGHh8/f1ACnrlgsAst6pqAfWOgKArXTUzDdRPToJCK8LWVTMHTFwxCVpyCOOadQCry34mdGa9uAUBkt7sjp4eDwhsmpWF8v2jwPA+eB3gAPA9QlFAbi0yMu58pWTHYdrq2+x2tuHRUEmYNiIdarQYPQCYTJgApChiWHEFk01zMoL7OO8c/vGaUqT8JfYvleVCgoAwRYXJmDAk0cjMSEY0bxidh1qBEnGtQ4/avDjp9jivGprjBMoIjpETLsXP5TGzMq4aB5XDXN86X5pmQQSZkvQFFUZiRE4dtD83AsbImvLw2r4PUbHeMSo1EtELiJgsDnzBZ2yviy5cM86IlhN4woI+SvO/6GYzV0O7bW8Z7zxBCjzDPmUzOjCFl2vyQ5HZlDv937WjMGUjUFoOBK8akuM05HxcmxcolQ0xqhKYf0/SqkRVUD83ZfOZHwIyc7st0EXyLtzae7tIx/+t/JmJQ33BI/HhunUAIRIYnKRGvlKJKZZvUcfu0DEGdj6EQr5Th/KF9vWQhwVmWjk7ukXN+1dUjESYTY5KHla8C1jlvzfOLh+BAcQPyKoX6iXsL67F0TLKXrfIv1i6bCgB4Y0M+3thw2svWOI+EoaEMEXvbDJ/mtX/yu9+pHZFyMaZkxSBUIoJERGN4cgRxGHoYnZF12jEfImYwZ2A8lCFihDISDO0bhvBwInnuTv7rZP9aPCIRyhAxeB7Iild0myFPcB+p0XJ8vacYyxfkYOWavG73FzMU1i2bSoLBfAARQ0MhFeGfE5VYOjoZ3ztQomfB4AS8dcUIkm3qA/SNCME3e0tw2ZhkfLqjCDXtVBDs8fXN4zz+MhWI9A2XedsEQi+YlR2Njfl1uHA4mUTyN6zfo+KVpB/6G6NTwrG3uAmZHqhPSXA97Z1mSllQTJcSAFw2JhmXmeaIfz9chnu+O+yyc183MQ05CUr0JckPAc3MnDibLNv2/HaoDPlVzYhRSBEbJkWMQopohQRSEeNBKwkEgj3aO+ZnD4jH8gU5XrKG0FvMz/RGtR5L3t+JgprWbo+5a0YmNufV4NZp/TxgoS1BM9r86uZxGP3cBgDA6mMVuGd2FrJJ/T27sByP97ecwYlylaUuspHjoTGw2FtY723zOnD7tAz0jZCB59vWabVa8DyPtPgIzBuUQBzGXVDbosMXO4vAW/8HOkiD2oAbP9vv0L5bH5yO1GiSveMqeJ7HjwfOoawHJSc0BtZhaeDdj8xCApmk7zHmdjJyzvWvXw+V4ddDZd3ud/mYZKxcMrSn5hG6obRBg0Xvb3N4f+IY9C2e+ysXH23vWJagM/KenQ+ZmEyQ+AJqvREDn1zn8P7PXjQY14wn9Thdxe6iRgDAmLRI7xpC6BHVLXoAwPnDiHPe32hUGyzfSZCY/3GgVCgndcmoJC9bQugJle0m58eSsi5Bx2+HyrCzoBb948NwqqrZJed8Zd0pvLLuVLf7rb93KrLIHLXfMjgxHLnPzMODPx7F8fImNLTqodIaLds/31Xc5fFk3o1A8A6b8+s6rHvnSlJWJBCIkEuw8f7pKK5rxbRXtnS57zubzwAAvt9f6vF53aBxzpsd82bCSRZ1pxwva8KrPcii9harthbg9zsn2UjHkTrLXVNar8YjvxxDeaMGZ2u7jyByBaTuXu/heR6f7yzC13tKHK5l1VtCJMRR1RNK6tR47LdjTqsaOEuLztj9ToQeU97UfaauNVd9tAdrl01BTgJ59vgCzva/az/ei69vGUccIj6Ak/FMeOK340iKCCEyoC4iv1oYG+4r6nmtNoL3OFYuOBQ251XjahK04leQcZ1/s8cU2PTnkXIMTiSqZP7GyUrb9+vT1S0koScAKahpwW1fHgDbbrDZqNajwSpAytOQAGH/pUFtwL2/7EOlSguaohAhlyBWIcWh0sYOf2f2iFFIEULan0DwCkfLVB3WFdep0T+BPP8DgdoWHea98a9Tx+w5W0ec866mWWs7wHp80QD8cbgcB4ob0KwzIF7ZlnVtMAj7jkiLwY2T0oIy47p/QhjSouVO1/d0BTmmm5+5Zrm5Xay/82gb3PA8MCQpnNw0neT7faXYfsa9TsP2mANkPrhmFOYNSvDotQOFVj2LFX/mevSaw57+BwDwzc3jMJFkBDvMd/tK3O6YB4C/jlbgr6OrIZcw2P3oLChlJPDMlWTGyJ0+prReQ5zzPsK9c7Jw+1cHHd5/b1E9jCwPMjfifULEDAb0UeJkRceX5c7IrVAR57yLSAwXSqmM70eyBv2ZJSNJ9q6/QZwz/s3YVEHW/qpxJCjGHxnUp60cwZ0zMohjPkD5bEcRzngo0cEZaDr45p4DhS2n67Axr9rp464Ym4wXLyYqiASCN/nlSFWHdfPe+Benn19AkjYCgEa1HloD59Qxcz3sswoK53yYTIwrx6Xgmz0lAIDnVp/s9pi/jldjYkY0BvQJvgn20nq1Vxzzw5I6RpfzEBzw983JJhOuvWTFHyfw2c4ib5uB2748gJeWDMHSMSneNsUvaGjVY8Sz671tBq78aA9WXT0S8wf38bYpPoveyGHhW9u88rKv1rMYuuIfMoB0MdEKCY6umIuhK/5x+JhbvhBKfZBSHt5n/uA+ePPy4U7VjRzw5FrMHhCPj64b7T7DCN3C0BTW3DMFw5/5x0bmuSvMsqHf3DIOEzNIMFlvyKsSMud3n/W9clYExzl6rhHj+kV72wyCE9R7MWuT0Hv2FjcBAPYX1yMl2vkAT4J3efzPNvXIdzcX4MF5pN5sINCkNmDYM46/y3mLikYNEklder/DwHL46VBlj45t0pBnPoHgbW6fnIIX/ynosD7rsTWW77/dOQnDrdSaCb6PWm/EuBc2olnrnCrZmnumeNwXHBTOeZ7nkVveeebNy5cMBUNRoChAoxHqN2cnBqdjHgCy4sPw1/9Nxnlvb/fodY+ca+p02x1fH0Desws8aE3gUd+q97YJFh7++Rge/vkYmUB3AJZ3UtvXjZgzUMnAxD4cz6O03vOBTdZkPbYGUaES/HPvVMQopF61JVB47q+eqVUYWN/pu8GMM455M00a33leBjNb82scdsxbozM6FxlN6EhWrOBUund2tpctIfSGIXYCnwm+jdxUTmpkSoR3DSH0iNSoEBTXa4iqn58yJTMKu02lCeYOjPeuMQSXYa286ctcsmoXvrxpLKZkxXrbFIKTtPawJM3fxyqRtnw1AGDPo7MQryQ15wkET3OotHNfFABEyMXoG076pr/B8XDaMQ8A57+9HWdeWOgGizonKJzzBTWtOFzaaHdb/nMLIBG1ZRmSWuUCgxPDsWP5TNzz7SGH6+S4E62Bswxa7PH60mFYPIJIN3bFW1eMwJJRSbjuk73eNsXCiTIVcc53Q4xCiqKVi3DhuztwpJP7mKc5Vakiznk7yMQMTj23oMt7lSeob9WjvlVPnPMu4toJafhh/7kO66dmx2JqVgxoioJUTCNKLsH4ftEIlYpsxhUE7zImLdJu3ey7Z2VBKRPaSiqikR0fhow4BcKkoqAsaeSLjEqNtLs+QSnDTZPTQVGAVMxALmYwJSsGyhAxkYR2ESrTi+zrG/Jxz+wsL1tD6CkF1a3EQe9nqPUsAOBgSaN3DSH0iOJ6IdGjsLYVg/qSvudvlDdpLd//ye0oc0vwTyLkEhStXNTp9somLTacrAJNURAxFMQMBZoSfv7v20MetBTYX9RAnPN+hpih8dttoxESqsDJChW0Bg5NGoPtj1pv+b75VI3d87TojCAhQQSCZymsVWPtSfvlSI+umEvKhvoxCqkIRSsXwchyaNWxOHKuEecaNNAbWRg5HgU1Lfh2b2mH41ZcMMjjtga0c57leHy07Sw+3VFks/7sCwtJPR8H+G5vCfYXd5zQ9kXu/f4I7v3+CN6+YgTOH9bX2+b4LEMTwzEiJQK55SqvZ5b9fMcEjEoltUwd5e6ZmVj23WE09zAq11WsXTaF1NPuhofn5+CltXleu35Xkw8E56lp0dld/29+Df7Nt/9yfeDx2YgmwRE+gYi2Hyjx1sbTdtcvGZmE/142zJ0mERykM6nHSpUWz/9tv0TV97eOJzLeLqBSJdz3JKRMil8TH06eQ/4GmaEIDMhkrn/SP46UowomWnRGDH5qnbfNsPDeVSOxcAgpIehPPPtXLj7eXtjr88SGSZERq3CBRQQCwRlqWjpXTBy64h9seWA60mLI2MCfGfnsekvigSN4o9xIQM+4VDRp8OKaPFSq2iJgH5zXnzjmHeT/ZmZB6kfZf5FyMcnm7YbIUAl+/c8k5D07H7Ny4rxqy5L3d+HDfwuwKa8KvA9Jt/sqswbE49jT87D94RletWP+G9vw5e5i/JtfQ9qtE+6YnoEzzy9AqMQ7GZxpy1fjzyPlOOAnwVW+it7IYfnvebjh031OHTcrJw6RcombrCI4ypnqFox7YQN2na1z6rgrxyW7ySKCo/A8j7c3nsa81/916jiJiMagRJKp6ApEpnelJaMSvWwJoTdEhxLnvL8SFUrGEf7IuLQIAMCwpAiv2kHoGdYVqf537WjvGULwCAxFIULuO4E0//n6IPIqOy/HSvA9xqW7JtloycgkGFlSlotA8DRj0yIwIKHzwJgtp6qx7kQlNuRWYXNeNbacqsbmvGpsPFmF9blVWHeiEmuPV+LvYxX462g5yhs1HrSe4Aj3znGuTN8r605h8Xs7PFoaOqAz55Mi5bhzRgbe3VxgWffKulP4Zk8JwkPEEIto9I9X4OkLBiPES04UX4bjeY9kV98+LQNxYVKYVWRpisKw5AjkJISBogAKFGgKoCgKFCCsI5KzvYKiKHx8/Zgu92nWGjBkxT9uteOFv4Xs4ucXD8ZV41Ldeq1AISlS3m1m9Mz/bsHZmla32fDEb8cBAO9eORKLhpLobnuIGBonnpnf6fZHfz2Gb/aUuO36Zgm+724cgYFdDDYJ9nnkl6N2JY7as3hEIl5YPISMIXyImmYdxjy/waF9/7hrEgb2UUJEsoN9hi93F1ueMV0hFdHY//hsKEgZArdQbsqcjwsj9fX8GYYEpPsdaoMga58ZR8Zu/sgeU71yqZiMK/yRs7Vqy/c5pOZ8wBMiYXD4ybk9Pn7mq1twtta1cy6XrtqF/0zPxO3T+pHxrR8wd1ACjj46BQAQqghDi9YItcEIrYGDRs9Ca2ShNQg/Ko0R/+RWQmvgUNeqtylZuWprATiex6MLB3jpNyEQgpeFg2JxsrLF7rYVf+Y6fT6iZOpb3DApHTdMSrcs64wsftx/Do93Med0qKQRI59dj7RoOTY/MN3tz+OAds4DwANz+6N/ghJ3W9UKKmvUoMwUzXKktNFuLdmTz8wP+sl2mZhB0cpFeGNDPt7YYF/+1RWs2lrQ/U7t+O3OSQgPESOdyIu4jTCZ2PJQUamECN5iFY/z39nu8mtdPCLJ5ecMZjbdP91muaROjamvbHb5dWYP9K76gj/zwuIheGHxEMvyllPVuN7JDG1HyIkn98ieMHtAPDbkVnUpcwUAvx4qw6+HygAAb14+HBcOJ1mm3iZCLsZtU/vhg3/PdrvvBe/ssHw/8tRchIf4TvZMsDIyJQLDksJx5FxTl/vpjJwlgPCWKel4bNFAT5gXNJjrXndW1oPgH1SptIhXkgALf6LONO44V6/uZk+CLzK4bxiOlzejQa1Hn/AQb5tDcJKtp9vUltbnVhEHPaFLNj0w3fK9tkWH0c85FhzcFc1aI15am9dpiTzi9PFdGJpCuFyMcHR8n1y1tQAr13Re9vD6iWl4YG5/d5pHIBA6YcHAWPx3Y+/LUwDA8gU5LjkPwfUcL2vCeW877s+iKODGyekeCZQL+JBeiqJw0Elp38xYOck0MMFyPEb7YF3wi97dgRmvbnFr5inBlvzqVrc45h9fNCDoA2HcSXWz1i2O+TeWDodURNrNFRwqaXCLY/7PuyaDJhH3PWLWgHh8d+MIjEkNR5jMsTjGnASlm60iOIKYofHIwgF48/LhGNjHsTaRiWmEiMn9zBcY1Dcc3946HotHJCIp0jHHxsTMGDdbFXwMTRT6Dilf49/oPaCARnAt0QpBzj6ClMfxSwymPkf6nn8yuG+Y5Xuz1vM1Rwn+S4xCiqKVi1C0chHW3tm1QmVPuXB4X7ecl+B+qlVdB7s+unAAJH5UUpZACCROVNjPmu8J8wYluOxcBNeSEO54wPqAPkqs/r8puHZCmvsMsiLgM+dL6tRo0jg2sP765nEYEie8CJMHo8Czf+Xis51F3jbDBrmEQd+IEESHSjB3EIlm7i2Naj3WnaiEUiZGmEwMHjxYTvgxcjw4jkdzqxqlDe6pnfLc6pN4bvVJAMCae6ZggIPOlGCH53lsyqtGi86I8BAxRDQNlufBchyMLA+OF9qvwU11UpZ9fxjLvj8MANj64HSkRpMMbXvwPI8tp2rQqhfaieMBI8vByPEwsjyMHIfTVa4bDFpjHUxD2shxyho1+M9XB7rN3G3PmuMVkIhooujiZb7eU4xPtheiwInSHloDh9XHynHe0L4QE4l7r9GsNeD+H47gn9wqp45be6wSSpkIo3wwmNRfSQgT3ofCQ4iD0B/pHxeKU9WtSIwgmbv+RnqU0GbOTCARfIeBfRQoadCQMbefMiUjCn+fqAEAXDySKPsFCzzP45eDZVhzvAJNGgMWDekDsYgGQ1HgIZT75HhhP5Zr+25ez3K8aVnYt7qxd1L3H1wzynLtUAlDglB9gFadEaUNakGq3sBBa2ShM7DQGTk0qFqFcrBMDVp0RjRpDGjSGKAyfQo/RkgYGno7deXXLptC/A8EghcZkxqOBYMTsOZ4Za/PNePVLTbLxMfhGzRpDE6178kKFRa+tQ0ZsaFYuWQoxqS5d54p4J3zjmaMhogZ04Q6iZC15qbJ6diUV40SH5LWe2nJUJw/jESNuoqbPt+PA06qS7gLOcmgd5h1J6pw+1cHvG0GAJAM+i74J7cKt33p/XYibeQ4P+0/57RjHgDe2HAab2w4TeQGvcxjv3Zfr9we935/BHsL6/HixUNdbBHBUfYW1jvtmAeA7/eX4vv9pdjz6Cwi4e0iRKYgFZ2R9bIlhJ5QYcrQookSnN8hM6m4aA2k7/kjJfUaaAwcWnVGhEoDfqot4IhXSi3fq5u1iAsjY4pgQKUx4v4fj1iW9xV5d25s9oB4ouTqQxw912hTCq0nJEaEYFRqJJKjQpAYIUd6bCg4jsfw5AikkcB+AsFrGDkeG/JqHVbscxbi4/ANxjy3wW5wVHcU1LTihb9P4tf/THKDVW0E/BvDu1eOxJ3fHLQs94sJxf+uG42MWIXd/VUq4py3JjlK7lXH/EXD++L5xUPA0BQoCqBAkahCF/PfS4fh9q8OIK+y2SXne3Bef/SLCQVDU23tRlGgKQoUIHxSsLTnifImUBSFoUnhJMvACeYMjMddMzLxzuYzlnUUBfRUgfaBudnIiFU41G7ggRPlKjA0hVGpkSS7pwtmD4jHVeNS8LULSnC8c+UIiGgaDE2BNvehTtpIbxQy8lmDDsOTw0kbOcHdszLRoNb3SDXmEVJjyusceWouhj39T4+OvZ/U+vMqswbE460rRuDubw85fey07FjimHchlSbn7uC+4V62hNATaAoIEZP3JX+krEkLABiSSPqePxIpF2oNE8eaf2KtFChlyIR6sBAuF2Ptsin4bEcRvttXiqvHp4DlYFEk1LOcRfHOYPps0Rp7FMzdGRePSMTlY1NAUcDh0gZQFIWaZh1SouQk69LL9ItVYGZOHA6WNFgC52irORiAB0zfVVqj3XOUNWpQ1qjBrrPC8sSMaHxzy3hPmE8gELpg06laPLn6dLf7DeqrxCfXj4FCKhL6Pw0wlHnunIz5fJ2vbxmHS1ftcvq4kSkR+PZW99+rA9o5r9YbbRzzAHC2thW3fL4fmx6Y7h2j/JBZOXHYmFfttvOfeX4BuaF5kbSYUKxdNtVmXXWzFmOf39ij872y7lSPbTn85BxSY9FBGJrCA/P644F5ts6k7MfW9Cgi7NV/8ntsy5nnF1iy7Ai2MDSF5xcPwfOLh1jWrVyTh1VbC5w+113fOO+wMlP4Yh9yj3UQiqJw96ws5Fc0Ymdho8PHkYx53yA8RIz/XTsaj/xyFLUtjpX1uH1aBpaTwAqfYN6geFw+Jhnf7St1+JjND0wn5SRcjPlpUdvSdY1Mgm+iZ3loDKTmtT8iNQWha0jmvF/SohPaTWfkLCoIBP+hvFFr+V7XqkO4KdiCEPjkJCixcslQrFzimILW7rN1uPzD3S67/i+HyvDLoTK7244/PQ8KosThNRRSET65fkyn21UqFQBAqVTijyPl3QYZS0U0bpuW4VIbCQRCz5jVPwb3zkzH65sKO2zLe3Y+aIqCiKaIGpmfMyYtCkUrF+G8t7fheJnKoWMyYkPxyqXDPKJCG9BP+IJq+7V+zta2Im35apt1ex+dhbggz7g5VNKAxe/t9Mi1okMl6BsRgg+uGUWcej7Ed3tLsPyXY26/Tr+YUEhENBrVBlSqtEiMCMFT5w8kjvkecqa6GbNf+9ft1zG3W02zDnWteuQkhOGxRQNIH3aQ19fn482N3Udl9hSJiEZqlBxihkZuhTDgGJGkxH+mphLHvJNEhUqw6oohGPrCNoePMY8rPrxmFOYOSnCXaQQHmDMwHlLRcFz7yV6H9l+1tcASMHPkqbkIDyGTsd5CKmKwcslQlDaoseNMnUPHmGu7PTA3G3fNzHKjdcFDD0V4CD7CwAQF9pe4LqOP4DnMClg5CSRT0h+JCBGm14iMqX/SL0Zu+R4mI2PBYKe+VY8pL21Cq97xYCkRTUEpE4HjebCmevRGjofe6FjAXFyYFDIxA7WeRW2LDq9cMpQ45n2UP4+U47t9JciIkkHMUPh41zmHjjv13AI3W0YgEByFoSlcObqvXed8zhNrnTrXX/83GYOJ8pXPkVepwvw3HJ/XNfPFTeOQGOGecgftCeinfFmjY3LscglD6vECaO5Egscd1LXqUdeqx8SVmzx2TWvSY0Lx252Tgn4CXq03guV4cDzAcTzWHK90+zWfvmAQrpuY5vbrBDIGloPOyIHlePA873DkV29464oRuGBYX7dfJ5DgeR4tOiN4CP3r2729l7bvin2Pzu6Q4WGO5Cb0jAMPT8IDv+Vj86kah4+pUmmRX9WMUKnIY4M5QkemZsfin3unYu7rzgUuFdW2QiKikRIlJ/VivchXN43D6xtO4y0nApqqVDqcrmoGTVOdlq8iOMawxDAAwN7CepLd44ccMY0LeZ4nwXl+hlkW/UBxA64cl+JlawjOcrJKSA4xsBzEJHjZ74iweo+qaNIgNkzaxd4Ef4XnTfNfPG+aTwFYngfH8+BMc2Msx6OkvtUpxzwg1C+uV/esVOrkzBhkxikgoinMHZSAselRPToPwf3wPI//M2XId1WN/pVLhkIZIkZ0qASRoRLyfkIg+CBSF5VOjgwlyYa+RF2LDrUtepRZlSxyhOSoEPz2n0mIVnhuDBjQs46Ts2I7rBuWFI47pmeipkWH4UkRGJJEolrMTM2OtcjyltarMeXlzV62yH0U1rairkUXdM75Xw6ew30/HPGqDWuPVxLnvJPojCxmvLIF5U3a7nd2E1tP1RDnvAPUt+oxceVGaL0gJ3umpgWjUiM9ft1ARqNnnXLMA8ATv5+wfP/zrslknOFFDpc2On3Mhe8KUyxyCYPcZ+a72CKCo1AUhfe3nHHqmC93F+PL3cUAgJeXDMVlY5LdYVpQYM7edWdZK4L7MLBCA56ubkF2fJiXrSE4A8sJbffzwXP472XDvGwNwVlEJtnTszWtJHvKD9FZZTc//Wcufr5johetIbiKVp0Rg55a520zumX7mVpsP1MLAPhoeyEpmeZj/HTgHB740bm51ClZsZBLGSgkIiKLTSAEAJvun4Z+JMjG59HoWYx6bkOPji2t16C0QUOc865CIRXh0YU5eOHvPMu6I+eacPtXBzrs+5/pGXhoPqk3aiY5So6ilYtwproFs1/b6m1zXM6WB6YjLQjrk6qdjPztKTdOSod57EnTlKV2qZihMX9wAkrq1NAZBVuyyKRht/A8HK6d3Btum9pPKDTLo63gLISJpguGJaK4rhU6IwcRTZEBSSewHO82x3ykXIxLR7c5m8xNRNMUkiPliFFIUFTbCo2BRXiIGH1J1naPOVjSgIt7WOYlNVoOEU1hTFoUshNIP/EGT/1+HJ/vKu7Rsf1iQiFiKDw0j4wJvUGVSotxL2zs0bEpUXKIGAqJESGYMzDexZYFFwP7kHtXIPD3sQrinPczwmRt0zNE+cD/EDNCe329pxgvXuxY7WqC7zA1sy1T+UBxA+mDAYKvl+p5YfEQIWufF+TvOZ7HxIwYb5tFaEd2vPNj4/Ev2r7TkPJ3BILvYa8U2PT+sfjshrFesIbgCmRiGssX5ODnA+dg5HgU1tove94ZF5kSdl5fOgyLRyS5w0QbAto5DwC3Ts3ArVMFOUatgcVzq3Px1e6O0sLvbSkgznk7ZMYpLBGba49X4LFfj2N6/zgwNECBwvf7S71sYc+obtYFpXP+6vGpuHp8KgD7cl5CbSwePCd8f2fzGXy8vWPtle74ZEfnx7yz2TYT7tVLh+GSUe6/2fkzMjGD/OeF2lQ8366trNrQXJ5gb1E9bvuyYxBSd3zw79lOt727ucBm+X/XjibODzvEhkkt90xzHxPahrdpp9NVzbhk1S6nzt2gNuDDLtqoPdsfngElqdjSI8R0z6StPrl+NGbmkH7hbXo6kUoyVLwP3cO2u3d2Nu6ZTerNuwqVVakrjuNJto+fkRoVguJ6DU5XtXjbFIKTcHybG+lEuYpkX/sZUaESAK0oqnWsvCLBtyhrtFWp21lQh0mZxEnq7yikol6N8Zu1Bqi0RlAAKEqYB6UomN7vgUm9LNX51e5iXDE2GVePSyXjLR9maFKEzd+RgeWg1rOoqW+ExsCBlsig0bNQ61nkVzXjudUnO5yjQe3+hBsCgeAcCcqOGdJbTtWQAD0/hqIo3D4tA7ebyvP1VB1cwnhmQj3gnfPWVKm0No75JSOTkBAuRaPagKvGpXrRMt9HrTfi9q8OAhBk9vydyz6wdYpdMioJfSNCwHIcJmXEYGIAv4SlLV/t8WtGyMVgKAo0TUFEU6ApCjIxjbToUOLgdZAdZ2px1Ud7PHpNc7sxtPBjbrecPkpMyoz2qC3+xBsb8vHGBsfrJPeUMJkIjKlPMTQFhqIgYmiEiBnMHBCHPuEhaG1pdrsdgciQpHD8cdsoPPLHKZyo6Nq5serqkciMC4NURCM5Su4hCwldseKCQciMU+CZv3KhN3auZNEnXIbPbxwLmqJIXVEfITZMikNPzMGDPx3FhpNVXe771PkDMTVbKGGVHh18AZfuxDpI4nh5E4YmRXjPGILTJIZLUVyvwepjFXjX28YQnMK67321uxgrl5Dsa39iZJISO882YNfZOtQ068jYws9oP0F/1Ud7cOiJOaSObBDTpDZg2DP/uPUauRUqPPH7CUQrpFg4pI9br0VwHWKGRngIDcp0n1cqlQCATXlVdh3zn14/BjNy4jxqI4FA6J6z7QIqx6ZH4YqxycQxH0AkR8mx97FZUGmMaFTru02UiwuT4p0rR2JselSX+7mKoHLO/9Auy/vxRQPIQNtB5BIRfv3PRHy/r9RSw5WmKNA0wFAUKEqIHjVzqKTRK3b2lJ8OtAUcvLu5APnPLYBE1LPMSV/nnllZeHOj+x2HZo6tmIswmdhj1wtUsuPDkBYtR1GdZzIx8p6dD5mYpF33hJk5cW53zi8a2gfvXjnSrdcIdn4/Vt2lY/6NpcNx4fC+ZNDuozz+2/Eutx98Yo4pw43gaxwqbejSMT8rJw7/u3Y0yS5yI5HytnFbT9UMCN7jyjGJ2FnY6G0zCL1EGqDvooHMgkGxeOdfoawOy/m6mDahPWKGxs93TMCS99smbc/WtmIUGS8GLQqZCLdMScdfRyvA8wAP3vQpKAuxPA+WFT57U0IyM06B4ckRLrOb4Hl0Rhb1rXq7c2j9YkKJY55A8FG+O1Bu+T6wjxIPzeuP0WmeccoSPEdcmAxxpmpvRSsXoaCmBbP+a7+Md3WzDk/8dhzr7p3qEdsC3jn/9sbT+O/6fLvbRAyZbHKGESmRuP7TfWjSGLxtilu4bVo/hEpEmJQZHbCO+Xc2nfaoYx4ApCLi4O0tGj2LMc9v8Og1xUxg9gF3U9GkwQXv7HD7dc4fSqLq3cXOglr8cbgc3+3rumzLsu8PY9n3h/HFjWMt2bsE72JgOazaUoDi+u6DmEY+ux4AkbL3Jc41qPHmhtPdKjRtzKtGv0f/xqMLcyylqwiupUXXJmvfL5aoEvgbR8tUAIAwacC/6gc0swYQdTF/o7heY/meEC7zoiWEnrKroM5meVRqpJcsIXia6mYtxj6/sfsd3cCZ6hZMXLmJvJf4Ietya/Dgb3ld7nPTlHQPWUMgEJwlr7ItISe3QoVLVu2CVERjUmaMKUhdKE/KmsrIshyPeKUUzy0eAgV51/I7zjWoMfml7iXuT1U147Ffj2F4cgQuGZXk1qSsgP8r+mJ3cYd1z1w4CJeNTiZZoT0gUB3zAPCfaZkIlwd2hvegvp6vW5j9+BqkRsux+f7pJMuth4gYCmPTo7C3sN5j18x49G8MTQrHH3dN9tg1AwGFVITUaDmK3axwYC4z8u0t4zEhg5QY6A06I4tBT66DsQcZTn3CZeifEOYGqwiOsvtsHS7/cHePjr1xEpko8TY3f76/W/n6zpiYEbgliLxNqKTtHamoVo2BfZVetIbgLIsGxeHDHaXQdVHWg+C75MSHIq+qFYW1rST4z88Ylkjulf7OdRPT8Oo/9pN7CIGNUibG2LQo7C3y3JyLmRn9Y7F0TLLHr0voPTsLGzrd9vF1o0mgHYHg46y7ayze31GOj7YXWtbpjBw25VV3edxvh8s7rJOIaOQ/t8DlNhJcR3SoFBMzorGzXTCmPb7eU4Kv95TgwZ+OWtZte2iGy8uZBrxzfs8js9Dv0b9t1q3aUoBrJ6R5xyA/Z1JmNHac6f4P2F+gKUBkyhAe8/wGvHXFCMwfnOBlq9zHjJw4p6JxDxQ3YMn7O3t93eI6NZb/chQUKHC8EGlmNEWcAcDj5w1An/CQXl8nUBEzNH64bYLD+2v0LAY8ubbX1z16rgnLfz4Knocg2WZpNw4Shsbj5w1EjILUUrQmTCbG1gdnOLRv2vLVvb7eo78ew9i0KPDgwXKw6l8cwkMkuHtKIkJJNGeXUKAQIZegtkXn9LEVTVqMe0HIsFg8IhHPLx4MuYT8f3uS3ijdfLKjEJ/sKERWnAK3T8vAklFJLrSM4Ahhsp73l/Pe3g5AGJu+dtlwxCtJlqKrsI4Mb1DrvWgJoSfUq4Vgaj1LnPP+SF5VKwDg54PncN3ENO8aQ3AK0uf8n4omrbdNIHgJmZjBD7c7PudizZe7ivDE7yd6fO0PrhkdsOqdgc6KhVm4b2Y6NJCgsLYVt315wLLtps/34/Mbx2IaCbQjEHwWsWlue1CiEvd+f6RX59IbOdz59UGAAv5vZiZyEkjQpi/AcjxeX5+PL3cX9zrp2B0q7AE9g8zzfAfHPACUkwF3tzSq9Vh3ohIP/3zM26a4FY4Xbp5m3t9yJqCd884yIjkCD83vj6PFdVh7srZX5/phf+cytTEKCZ6+cHCvzk9oI0TC4K0rRuCfE5X462hFr87VlbR3SpQc983t36vzBzP/u3Y0fj9c1qs2KqwVMqs6Y0CsFBcNI/e0rpCIaOx/fHaH9SqVCsX1Gpy/ar9D5/n1UBkSI0IwZ2A8aIoCRQGhUhHSY4gktDsZmRLZadDZVR/tdiig8HR1C+7/8Qgy4hSgAEv7JUWGIEJO6oy6k9eXDsfrS4d3WN+o1mP4M+sdOseOM3V46KejuG9ONihKaD+GppCTEOZW+bFAhuPblESGkRqofsea3Bpvm0BwAXfPzPK2CQQn+eNY11lWBN9n7uv/Wr4TZynBUS4dnYyX1p6yKQvkDNmPr8HuR2aRchh+CEVRCA8RI1kZhuz4MPx25yQs//kozjVo0KIz4rpP9gIAXr10GC4hgeAEgs/x75l63PXDNpedb/UxYX73ZIUKm+6f7rLzEhynskmL2hYdeF6Y1yipV+OdzWccPv6NpcNx0YhEN1poS0A755d9f7jTbX8dLUdcmAxGjhOyDFkeWfEKKInSPd7bcgYvrz3l0WtGh0qwcEgf0FRbtg7L8UiOCsEFwxJBUQAFmP4RMh0py3fhGPP0K0UBLc3NAIAwpbLL/cxL5n0kpM62DTRN4T/TM3H4rKLXzvn2XDoqCUmRcsjENKb3j0OT2hDwZQU8yQXD+mJSRnSvnfPtuWFSGsJDxAiViDCtfyyatQaEyUi79YQ5A+PRPz7M5W1096wsMBSFmDAJBsdK0aozgsRr9oyDpU1O7f/O5jMdBn1XjE3G3IEJoCiAoSnQlPlHWKZM39s/n8y0rbXFns9xQB/S0tY4q/Rz0bs7Oqz7+LrRoE3txpjayrJMt7WbdfsBsBp7dGyo9m3H80CEXOxyeSx/pqugI3tsza/B1nxbh+TgRCXum5Nt6XNCfwO0Gg1oCghTsBZnvr22syxbbbXX73heqMseSCol5U1tSiKklp7/8cNBYVyx6uqRXraE4Cy8VWDM7IFECtff+GB7CQDg/atI3/NH6lpslWKINC3BUUQ0hfH9ontcqgkAxr8oqLHlJITh+9smIDyEzLH4IjzPY92JKuwprMNvh8rQoDYgI0YOrZFHfaseGgNr97jnVucS5zyB4INUNzuvoOkIn14/Bi06IxiKgpihLKrNwUp+VTN0Bq7T+RTLd/B2t/EQ7r8c3/bZ3NICjgdkITpwPMBxPIrrWrHiz9xe2XqguIE4513FsbLOJ9Xv+uaQ3fVHH53iLnP8ggvf2Y4j55xzRriCx88bgJQoOQwsjxiFFJlxil6djzYKA1klGdD2it7Ugu2OHw+0ZdK/uCYPAHDqufmQikiETG/5fl+J21QvPt1RZPn+/N8nAcCpUgkEgc2nqnHDp/vccu63Np7usI60Uc/YebbzGnKO8u3eUny7t3MFCldy7YRUPDAjxSPX8nWqVK5RSbrpc8eUE1zBn3dNxpCkcI9dz5c5XdXS63McL1Phxs88035SEY1TATSJHyJumzxIW74aR1fMhZIE4vkdt391EE+dPxA3TEr3tikEB7FW+0hbvhrvXzUSC4b08aJFBGdQ6wWnzB1fHwQAHHxiDqJCiQKPv/DpHlulP+sSZAqpCAefmEOy6YMU3lQ6joeQRGTOxmN5HjwHPP93rsvmzfIqm1HTrCXOeR/lRLkKt391wGZdiJjGsJRwRMkliAyVIDxEjAi5GBEhEuFTLkZsGCkHSSD4IpeM6IMbp/XHY78ew9d7Slx23mmvbLFZ/vSGMZjRP85l5/cnfthXiod+Ptr9jj7CV3uK8exFnlN3Dmjn/N93T8GewnqLjIwj8Dwf1BKYfSNCvOKcb1/XY+XFQ5DTRylkqdFCdqHwXfhkaKGNaJqykaANDxFDJibO3c44UFyPszWtkIoZyEQ0pGIGUhENCsDSD3d72zwMeeofWKev3Tw5HQ/Nz/GeQT6CkeXw59FyAIBMxEAqpiETMWBoCn8drcCXu4u9al/242tslu+akYm7ZwWnFKeB5fDX0XIwNA25mIFcwkDE0Ljli/29rm3TG7IfM7WRqX9lxirw5U1jEa0gL4ldkRUXinUuVg3pjJyEMEhEtENRo+2/U5Twc+OkdAD2o/WDDZmYQZhUhOYeyks6y9CkcJs2AWzbr/0263UUJUiHZyf0LjAxkOgbEeKxa6VGyzs4nrtrO/N6c9+7d3a2O030ONHEmeTXXDayjyV7fs3xSuKc92PYzm5ABJ/kvMFx+Ot4m7R98M4q+SfDEpUAyuxusy6FSAgOeJ7HjjN1OFbWhJfW5rn9egP6KLHmnuBOFvMltAYW9a161LfqUdOiQ41KZ9e5tOrywZjYLxJKJVGwIxD8mZJ6tdvOnR2vwOC+wZuEMXdQPNYcj0V1s85mDswae65Ya7Vrnu86CduVTOgX7ZHrmAlo57xMzGBoYvd//PfNycbQpHDkJChBUfpu9w9ECmpaMOu/W71thoXlv/Q86/e3OydBo24FzwPyJuEliud5kwQGAPCQihgMduBvI5Aob9Rgyfu7vG1Gl+hZ25fe97YUEOc8hP+H19bne9uMTmk/WfHa+vygdc6/vfE03trkeC0bT9G+b+VWqHCsrAnTgzRy05qDJQ24+L2d3jYDry8d7hJZepVK5QJr/If7fjiMXw7an0j1FJFyMf64a7JXbfBHyho1mLRyk7fNwLLZWVg8gshMWsNytg7B4lo1UXXwI0YkKy3O+b2F9UEffO7PrPgjF+cN7ettMwgOMjBBYeOcjySBTn6FthM5agA4umIuyZoPMnIrVLj64z1uvcZ/Lx0GiYiGzshhRv9Yt16L4Bhb82scSvD79PoxmN4/Fs2mkqoEAsG/+fKmcThb04KZvfCNzegfi09vGOtCqwKDCLmk1/8veiPXITHQXewsqLNRT7LmpSVDsHSMa9VKA9o5DwgvRKuuHtVBdsaaGyalWWomq1TB6ZwvcrK2py9jr2asPV6+ZCguG53sZmu8Q3WzFue9td1ttVMcYdP90yyKBhQoS3aZpb6yeR1gUUSgacqikkBRQu2uYONMdQtmv+a9QJlN90/r2Ebt2o2mAJjq9AZ7u9W26LHko4NoUHsmK37Z7CycP6yvpUaypY910kbqlhbQFIXwcKWp3nnbMaSEhMDZmt4//+6ZlYXMOAVEtNAfRKY+IaJpoW/QtvXJzZjrYEeGSpDowUzhQOKPw+W9Pseblw83tRcFhqbttKOwbMbc98x9qV9saK9tCEaqXVB64JJRSZiaHWtpK4aiwDDt+6Bt32ttbQVNUVCGKSATM70upRSIMDQFqWmyGADOf2c7fr5jIkalRnrZMoIjzMiyjfbPfGwNCl5Y6CVrCM5y6YgE/HioEgBQ26LDh/8W4NapGV62iuAIS0f1wcsbzlqWzRN7ec/OJ+p+fsD5Q+Lx4c5zKK7rmD2X88Ray/fHFg7ALVP7edI0ght4Z9NpvPqP5xMgfrtzEoYkhlvUQAm+Rb+YUJsxsD3W3zsVKdFyEvhIIAQYtS298wneMoWMDdyFRETjwOOzUdGkBWeqOd/SIpRCDA0NFWrO8zyMrFCGhuV5sBxns9ykMeCxX4/3yo59RQ3EOd8T5g9OwLDkCBwpbeywTSkTYdFb22FgORhYHrUtnTszA7kW6KwB8Q7XJL7sg13YW1jvZot6z8AEBUQixjIZax44URQQHybD/MEJ3jPOzZQ3ar3qmM+IDcWzf+WCoSnL/7vR1McKalpQ0dT1hHy/mFD8fMfEoMw2OF3lvcjblCg5nvkrFyKahvld0XxvPHquESpt1/LQA/so8d1t4yETB099tPImrccc8wBwoLgBx841gTY52lnO3EYcdhbUdXs8TQHr75uGjFjijDJzyagkXDJKyJrleR5f7i7GgeIG/O6g03d0aiR2FdRh19k6y/NmTzfPyDtnZCA7PqxtRQ2wH0CCUoZxHpZQ8nfOWDmcmtQGvPD3SbTqjfjraIVDx49Ji8TXu0tMAUdAfase+d3UO39pyRCbSfaCmhbwPDAhIxrxSlnPfpEgZERKpM3Yc1NeFX4/XI7dZ+tQpep+DJMRG4riulZ8tUttCVLafbbrvjdnYDxmZkUAAOSmociJ8ibIJSLMHhBHJtmsGJWsxM7CRstyQjj52/YXWvW22Z/tlRAIvk1atNxmOT2GjNn8hYqmjs+uSZnRQRW47M+UN2ntOubbQ2pHBwZHPVjOM1IuRoPagIF9lKhs0oDnecglIogYCunRoTZBwATvkhwlx6nnFliWv95T3MGZM+f1f22WpSIaD8ztT4J2CAQ/p7C263mg7rjyoza1lecXD8ZV41J7axIBQH5VM05WdFQILa1R4dWNhV0eOyIlAhKGNqlp8xidGon9xQ0OXff8YX2RFBmCe2dnu1U9KSic8wDw+52T8O3eEjzSTi5dpTV263AyU92sBRCYznlneGHxEK9m9jrCTROTcc/0tKCt+zM8OcIy4c3zQpSQgeWhNznxDCwHg7HdMstBb+Rtl1keBiMHVasaBpaDkRLh5bWnur1+QU0rCnqRjXq2thVljZqgdM4vGNLHpu0s7WYU2kRnNLdNWxvqzeustgnfedMxLF74u/s6aSX16l7V2cmtUKGmWdehdm8gMzRRiaOPToFSqQTP8zByQqRex77G2vQvvSnowdyuFU1aPPNXbrfX23a6d/XPOR44XtZEnPOdQFEUrp2QhmsnpGHZ1GQ8sTofZU16FHahLuPowM6adzcXdLqNZKf2nHC5GC9dMhQAcOHwKvz3n1PIq+w64GlfkfPt9/DPnZfecTTQkdCRmTnxmJkTD62BxYo/TuBAcQNOV3f+gtyTscb63Cqsz62yu+2ZCwfh2glpTp0vUNEbORvH/NEVc4Pq2e7vvLaxLXP3nllZWDY7OEsN+SuvWGVe/3bnJAxPjvCeMQSnWLnedny3btlU9E8I62Rvgq+xp6ix020Pze+P/0zP9JwxBLfz4bWju92H44T3e5bjYTBl4BlZzvLOb1ln+jSwHNYePYePdpbanMcczJ9bocLtXx202XbDpDQ8df4g1/1iBJdy1bhUXDk2BSqtERe/t8Puu4fOyOHXQ2XEOU8g+DF1LTq8tPYUxqZHQSEVQWtgUd+q73Y+qTOOlDYS57wLUOuNmNsuIMoZDpU0OrW/VESjf0IYXr10mG1ClRsJeOe83shBY2Ch0bNIiZJ3uW9OQhguGxGPExUtOG94MqZmxxKpoXZwHI9mrQEMTfl0FsbHO0vxcbsBsScYkRKBH2+bABHjO/XIKIqCiKEgYoAQ9ExOz1zD2MjIHHLOO0JyVAievXAwhiSGQyyiIWFoiBma9DkrKIqCREQJEVq9CNBnOd4h57wjZMUp8NxFg5EZp4BEJLSZhKFJtDeE9hIzFMQ96Gu55a6rE37BsL64d042wkPE0KpbIGZoREUQ6TxniVZIoNGznTrmb5iUhogQiVAqgBbkzWlTaYEDxQ2obNIClvIDwjE8hLIPCeG2EvbmesA5CWEYQSbhXcKgvsouX6SWzc6ytBdlkqinKcDI8fjnRCVgKRMBm2xqhVSE8BAxrEdAPM+DpihcNzHNbb9PMCETMxicGI7v9tkfx03oF43x/aLt9r2C6lbkVaoEGXtzGQ8IEmcMTSFGIQU4FjwAsVhs6XtRcjEuHRWYpY56QvvI8DBpwL8yBhT3zEjH6hM1AACNgSWKEH5MmIz0PX9i5QX9Mfn13ZZluYRI2fsTi4clQM0yeGltx/fm8kaNFywieBuapiAxvcg5+n7fL4Lp4JzvjKw4Ba4eT5w3vg5FUQgPESNCLgHQcW5gVLIS84b0tbxXEAgE/2L32Tpc/qEwfttbWA+aAsJDxAgPEWNYUjjC5RLEKCQIDxFDIRUhVCpCqIQRPqUiKKQiKGVixCmlREnRxcglIryxdDg25VXbzMFRAAwGA+rVBhi4tjk7jufB88Lcq1zMYEZOLHgeFtl73iSJz/E83thwusP1dEYOR881detDdiUB+7Z3tqYFM//rXHa3UibGJSP64JIRCNqM664orG3FjFe3eNsMn+ZQSSNYng/YjhUVKrFkBbIcj22na/D0n7ldZpV2Rmm9Btd/ug/TsmPx8XWjfSqgIdBgaMrSbhzH40BJAx7++WiPam2frm7B0g9344JhffHWFSNcbWrQMrCv0tJGOiOLlWvy8OmOoh6d648j5fjjSDmWzc7CjWOF8h3EMe88GgOLA6WdB01Yt8/6e6ciy0NRlQTHONCNooF5ID4lKwafXj/G5hl05wySGeVNOI7H4791Xgts11mhjAQAfHnTWEzJinXq/OaAQzLWd4y9j80iE41+xk+H2sp6PLpwgBctIfSGn26fQJSO/IzdVpnXhS8uJPdOP8TaMb/y4iG4fKxr64oSAh8RTeGza4Zi2c8n0dhF+bsnzxuIGyene9AyQm/5+Y6JqG7W4lRlM05VNiO/qhm55U04UKrCgVIVXvg7D0eenItwOVGbIhD8iV8Pltksc7ygeOKOEqY5CWH46/8mEx+IE1w0IhEXjUjssN7ZeZ36Vj3mv/GvQ2WgK5q0SI8Jdc7QHhKoPkT8eOBct/t8eM0oxClliA6VIFwuhlImtjQsoY2GVj0e+vlopzKgvsA3t4wDBSFLigKgVgv1RxWhoRDeiYVtBiNnyfBt/6psTweA582fthGQ5myskSkRQfvSzdAUHv3lGMq7qR/fHVvza7D9TC1yEpSknqkHoGkKK9fk9cgxb83mU9XYcaYW/RPChExEgssorVf32DFvzY4ztRgYK0X/eAWID8o5mjQGjHtlp8P77z5bhwi5BGKGAkVRYGghi5c2ZWSbl4P1eeFptp+uxf99e8ihfbedrkVZowYKqQgimgZFA4w5k54W2pAxZWGT9vMMC97c5vC+a49XIidBCRFNgTb1M6G/takhMDRF2s5JeNMAWCKiEUue8X5HpUqYcHhwXn8vW0LoDZlxxDHvb9S3CpO4L148hDx3/JwhieHEMU/oMSOTw3HjpHS8tj6/033WHK/AdRPTSBC9nxEXJkNcmMwSHKxSqTD0hbZ3l2HP/GOz/7e3jMeEjGiP2kggEJzj+/2eU17Oq2yGDwtR+y3WGfEsJ2TPszwPjuctJWryKpodcswDwIxXt2Dj/dM8EigdsM75S0cl4f0tndd0BYBbvzwAAJg/KAGrrhnlCbN8FpXWgJfW5EGtZ0EB+OVQWbfHeJIV5w9EbJjM4nwHAPP77uSsWCjayW2qVEKkYrBnRbXqjHjit+OoVGktk9XW8q8bTlZ3emx0qAQ0bXJKQJCDZRjaJAci3OiadUaX2Hn9p/sAkFq91pxrUOPhn49agk6s5Ze3n6mF3sjZPS4qVAKaoiCiTQ5Bk3PJut3U+t63W7PWiKs+2gOAtBsgZKt/t7fE4gSiKaC4Tm1XVYKigCi5BAxtaidG6Gc8YBo4uMamfUUNlnrapI2cQ6Nnndr/id9P4InfT/T4eqR9XEtxvXPBR9Ne2dLja720ZAiWjiGTt66C43icqnK8rtvXe0rw9Z6SHl/vwOOzEU2czx0orBPke/VGDo/+ehzPXzSYlK/xQ15ZdwpTsmIwNCnC26YQHMQcGAMAw59Zj53LZ6JvREgXRxB8iZoWPQDgkV+O4ctdxXj10mEY2De45yP8ic35dZbvx8qakLZ8NQBgQB+hDYVSR0KJo7euGEGka/2MKpUWD/x4BHojZ5pXFMY1NI22RB9TOaSt+TVut2dfUQPe2XQG98zOcvu1CK6lulmLe78/jONlKjRpus6s3VdUT5zzBIKPc/X4FHy1u+dzCl1B5vpcy73fH8avHvJZ1rXokeGcSGOPCFjnfL9YBZ44byCe/Su3230PlzZi2XdChpXBYLCqQylsZ3ke49OjcPX41ICNgP5iZ1GvJjcdZWAfJeYNEmSWzY729tloDE1hycgkxIaRydLesuFkVY8DLepa9S62pnvSlq/GO1eOwHlD+3r82r7Gqq0F2HGmrvsd21HvpXbribRwIHG3g1m6gKDI4en+lbZ8NV5YPARXjiNOREdICJfhy2uH4Zovjrj9WrdMIXKGruaqcak4U93iEgWK7iBOL9dC0xR2PzIL41/c6PZrTcyIRiippW6XBGXbGPzbvSV4YG42CWLwI/Kr2wKUXl57Cl/dPM6L1hCcof1cw7d7S3D/XKKA4C+ca2xTlMutUOH1Dfn437WjvWgRwRliFBK7609WdFTX/OnAOVIGyc/4ZEchtp2u9bYZAICRKRHIiFXg+klp3jaF0AP+OVHl0FwdQ1P437az+HJ3McQ0BRFDg6EpTM6MwWOLBkAmZjxgLYFA6I7nLhoCChS+3F3cq/PEhUmhDBGSRSkA98/NdoF1BGvmDoz3iHP+9aXDMDY9yu3XAQLYOQ8AN01Ox7xB8Vh9tAIvrsnrdL9KlRa/HS7v8lyrj1Zg5oB4JAZo5Pod0zORGaeAWs+C54FNp6qx+mhF9wc6SW6FCrl2Xm7as9LUXleNS0H/BKGOLwVb6XmrxALwPI9ZA+KRHCV3obX+z4XDE5EWHYpmrRFGjgMPk9QHB0uWrln6g+UE6Q8Dy8FokvwwshyMLI+3NuajWedcJmlPueubQ9hf1IAVFwzyyPV8lRXnD8LCIX1gZHlLxjtnaiu+3aeRE9rJyHEwsKZ243hsza/x2AvoNR/vxYPz+gftJMXex2Yhv7KlQz+zbjOjqX8ZWA56Uzv9caQch0oaPWLjo78ewxe7irB22VSPXM+f0RlZlzrmf/nPRIxMiXTZ+Qhd829+jcsc82KGwunnF7rkXATHmPzSJped69VLh+GSUUk260jN+e5RW6mH7H10FnHM+xl5VYJzPjVajo+vJ45Bf8I6c/6PuyZhcN9wL1pDcJaCWjUAYPaAOCybnY3s+DAvW0Rwhj+P2ZZxfPK8gRiTFmVKJmmbf6IoIemE4F88PC8HM/vHgeV5gG+bW7QoDEK4Bwub297lrddz5m28oPZkLZ+rZzk8/ttxh2w5WNKIgyWNNuVYv7ppHCZnxbj89ya4nqvGpWBqVixUWgPOe3t7p/uxHI9mrRHNWlvlysLaVlw5LsWiykEgELzP0jHJvXbOVzfr8PQFg7BgSB8XWUVoz4IhfSxqBO3ndaqbtRj7vGuSPO79/ghGp0Z5xM8Y0M55AKho0nbpmDcTr5TirhmZ4I16iBga8pAQi2w6RVHoFxMasI55QIjomz+47eYhEdFucc47izPZ/Cv+zCVyIXYYlhwBrYHFbV8e6FKeq70ohPWiK+qhyCUMMmIVoCjg6LmmLvdNjSZBFiKGxsSMGBTUtOCid3Z0WkLA3e0WKRcjOUoOnhfk/bqib0TwSvvFhckgomlc+8keHC8TBgjWdcYZqq0GOQDLS36rk/Lp9hjYRwkRQ6FapUOlStvlvoPIJK9DdCdP5yzf7y3FvsJ6m9rX1n2VByBhKCwdkwKJiHbptYORz3YWuexcBpbH+1sKIKJt5S7Nk7TmvjygjxKTMsmEmiswurAI2x9HylHXorPU86QoCjqtFhQFSKV1lva7aEQiYogD2kJ0qNjyfUdBLRaPSOpib4KvMSYlHPtKmlBcp4aYJs8Uf8I6c/6yD3bhxNPzvWgNwVnMgU0bTlbjo+vGeNkagrPcNjkF3x1omwN75q9c7H5kFhLCg/cdN5CgaQrj+tnKi1eptLj4vZ0oa9R02L9N6ZOyKa1JQdhAWS1rDL1/p29Qe14BkdAzKIpCqJTBore2db8zgOsmpGLeoASESkUIkTBQysTkvkIg+BBaA4vPXTSHtDW/Bq16FjzPY0RKJDLj3F+zPNDheR5/HClHral8lPn5q9FowQOQSmvB8Twa1a6dx91bWE+c871hf1E9Llm1y+H9q1Q6qLRGDIgNAU0BUeGhJodHcE5oFNmpk+xprp2QaolO5iFEo1o7Is11ocxcNjrZswb6AT8dOIcHfnQs+5NvNxfuuqlxAbWexZuXD4eIpkHTsPkUMxRCxEzQ9jd73PHVAaw5Xtntfu5utwa1Ab/dOcJUH72tzcz10qUiOujbTaU1Ytob/6Ch3UCA5XgIr+mubhVbBvRR4oZJaZCJaYiZth8JQ0OjboFURCMygjjlnSEuTIZ9D03Cm5sL8eOhSuiMXK/O9/3+Uof2q1Rp8eC8nF5diwB8cv0YFNW24qbP96GiSWuTBdwTXlrbfZAnAGx7aAZR8HEBZ55fgF8PleGxX4/DyHG9CjT7N78G/zpQN/SXg2X4+54pPb9QgGH9PLv3+yPEOe9nnKxqsXw/VNqIUalEucVfYK1ueFoDh5MVKgxOJGM4f6He6t5ZVNuKtJhQL1pDcJZv93dU0xz/4kZsun8a+sWSyfVAJLdCZdcxD7QF4XaYcHHBu/3BJ+ZALmEgoimb4G2Cb8NxPB76+Sh+slI8cIQJGTGYSIK4CQSfpaJJa6Nk0hu+21eK7/a1zf/dNDkd/ePDcOnoJHKv7yHrTlTinu8Oe+RaMjGNcenReOvyEQiXi7s/wAUErHO+JxN5r6w7ZbN85bgUvLB4iIss8l12nqnFlR/t8cq1p2XH4oNrRoE2ZZWSgalrKWuw/6LhLWb+d2uX23OfmQe5JGBvS05xvLzrLHVPMu2VLV1uL3xxYVD3W4OR6+CY9yQ/HzyHnw92PZAkqiLOIxXReGhOBp5bMgJZj/0NA+veIAsAeHdzAd7dXAAAENEUzrxA5NR7SlpMKDbeP92l0lbdMeXlzZbv9uTUCY4hYmhcOjoZl45OxtN/nnBZiYKuyK1QIW35asvykafmIjzEMy9jvkhUaFvd3YtHJHrREkJPeHx+Jpb/LrzXppCAIb/CrPJhhjjm/YtH52Xg8T/zAQClDWrinPczpmVF48MdHQNqS+rVxDkfoMzoH4eilYvAcTwe/Olot+/UrmLks+ttliPlYhx6cq5Hrk1wHCPLoV6td/pdckxaJP537WhEyCXd70wgELxOekwojjw1F1oDCyPHY9JK15XZ+3h7IQBgZGoEMuNIuSNHefTXY/jGCTVtV3HkqbmQihiPXjMgvWDNWgO+29t5A45OjUSIhLHUEuL5tjpDBqMRPA/IZWLcMqWfB632Hj8fLPPatbfm1yDnibXd7pcRG4q/75kCCm0y0eZPQufcMzsL98zOwtrjlbj9qwM22xhTlK6+lxmh3RGjkLRFHcNUrwumSGRT7S4jx2PpmGTIPHwD9GW2PTQTLMfj4XaRueYgFnc7CiNNEWI8hAhh3rRgqbkG4Z55a5DcJ7siWiFB0cpFWHu8Ard/ddCynqEpmwwoVyIT08iMUwj17Ywc1HoWBpaz1L2z/rlxAnEQ9pYwmRj1rZ6VGjRyvI2z8O0rRuD8YX09akMgUNvsHYnIB348YqNcs/exWYgLI/KFzuLpFyMzw57+x/L9irHJePHioV6xwxf45VAZLhuTjPHtpGAJvsuUjCjL9zHPb8CxFXMRJgveYBN/Y1AfBU5UCOoHy747hDcuH+FliwiOMiG9TaXimo/3AgCOPz0PCmlATrsFHDnx9oMprv90H9bfOxVZ8WRSPVChaQorlwzBkEQliurU4HhzPXlhLsRRFbSecueMTLeen9A9H2wtcKgkbntGJCmhDBFBLBIhOlSKJ88fiFByzycQ/I7wEDHCQ8QY+GT3PipHuHtmJqRiBhKGxoA+SuKY74YjpY248N0d3jYDOiNHnPOu4Lu9pfjlUOcO58cWDYBcIoKYoSC2kmOOU0qhUwty7kql0u12+gr/vWwYXloyBDojhw0nq1DZpEWVSodPdhR62zQLBTWt6P941zfIvGfnQyYmzl17bDlV3WGd2XHnSiZnxkAqoiER0QiRMAgPEUMioiGmaUTIxbhuYppNnyN0jd7IdZDM4niAc7FjfnxaBEJlEku7RYRIIBZRENM04pRSXDUutUMmD6Ejm/Js+5mr+le8UorBfcMhFdOQiRiESkWQSxmYq98tGJyAYckRdo9VqVQusSFYUetZvPjLUY875u1Bk2A0pzlQXI/Hfj3ubTMAAG3VKgmOwHI83t50Gqu2FnjblKANBH1gVjpe3Si8C1z+4W6iwOJHhEhs34cOlTRianasl6whOMu9M9Jx8zfHAAC/HS7H60uHB+19yN+IVXTMkqxo1BCnrp8gZmgcfnIOhj+zvsO2tzadwdtXkECZQGbN8Uqs+DPXLee+dkIqwkPEmJQZQ4IdfZC/j1U47Zi/YVIaHl80EK0tzQCCy4dAIAQieiOH7MfX9Po8fcNl+OmOiegbEeICq4IHX5nvvP+HI3j2wsFICPdcYk1AOudvmpwOigKeW33S7vbF7+20uz5CLsa/y8a70zSfRcQIdaMvHN4mXfnk+QMdOpbneaQ/8re7THOYR345Bp7nwfGAXq8HywMMIwLL8+A4IfI1VCrCk+cPDKrstfu+P9xlsIor2X6mtsvtUhGNayakecSWQGCAiyL2umN3UWOX25UyMS4isrZd8tfRcvyw3z0yeFUqHapUHQNszKzaWkCcJm7iz2NV+Hav+zIl3rx8uM1zl+Barv5oLzSG3tWb74pgL+nhTo6ea8QbG0677fzXjE3EsxcPd9v5A4G61rZyLa8vHeZFSwjOImoXUDkhgzgC/Ilaq4BAhVREnjN+RH51q83ypzeMIY55P2PO6/92WDegj5I45gOIH/aX4qGfjnr0ml/sKgYAvL3pDI6umAslUbPxGUrq1Ljrm4Pd79iO2DApSWAhEAKIjSernD7mqnEpsE7Jun1qBlKiSUmxnjAkKdzhee38qmbMtTNecwXrc6sQJZfgpUs8p5wYkM55mqYwZ2C8Xed8YieRKxQFPL5ogLtN81uMLIdNedUQMRRiFYJjm4fgCOd5Hs9dNBh7C+ut5J8ECSie51HRpEVuhfuzN3910AGdGi3Hg/Ny3GyN7zBvcIJTznkRTUEZIkaImEFZowaLhvSBQgyIGQqhITKIGAoimoaIpiBiaIsCBU3BRq6e44XMNwPHwcjyCA8R44qxKe77RQOQiRnR2FlQ5/D+YTIRlDIxyho1mNAvGplxCohM7WNpr3btptNpAR6QymQd2s1g5BEbJsUFREq7W4Y4WBOUpgS5pAa1AQP6KDE0MdzSRhKR0E5iq/YRMTQotJUTAIRyAkZOKAkBADNz4tzzSxGQEhWCC4b1hZHjsDmvBgqZCDXNuk73H5ceBYoSsqTNc+nWc+o8L0SEUhTQJ1yGOQPj3fwbBC9qvRHLZmdhf3EDNHoW28/UYmhSOI6ea7K7/7h0QQbauv3s+UPMEb2LRyQSh4kbETM0rhqXgvpWPY6VNaGmWQddF2V4rPseALvtZ2lXnsP140m5j+74dHdbwFm1qvP7HsH3aN9XmrVGRIWSuqf+wi+HKy3fW3RGL1pCcJbEcKnN8oz+ZIzuT/A8j+snpuGVdads1t87O8tLFhHcQaQL64ArZSLcPKWfpWSkiKZg1OsgYmgo5CGWd/lmrQGNGgNGpUYSx7yPUVDbAmcEDxmawvUT09CiNWLZd4fAskbh7YMWYWJGNJaOSSbviASCH3LH144H6YxOjcQ7V470aHY1oY2MWAXumZWFfWdrwPEA006G3jxXbi5nDgBaA4fDpY12z5cVp8Dp6hbMGxQPngfGZ0SB5XiPBWAFpHMeEF5kLx2VhB+tJKEvHN4Xr182HHQX/7lEArgNnZHFH4fLIWZovL+lAKeqmr1tUqcsX5CD6FCJZVCs1WhAUxQUoXJLfXrG5PSalBnjbXM9yrxBCXajj9R6IwY+uc5mXXSoBC06o42E8+pjFS6xY2p2LK6bmOaScwUL39xiX8njqd+P43NT9DUAhIgZMDSFZq0RzVphEm/X2TrsOuu4Y78zLh6RiCvHkaCK7kiNDu3Qz7afrsXVH++xLEfKxWjVsWhQC9mIJytUOOmCwCUSPOFa8qua8dBPR+0O3DrLwr5/TjbunJHZ5fiC4H54nscP+0vx8M/H7G7vzDH/991TMLAvkSL0Ng2teqz48wR+P1zu8DEXj0zEC4uHOFXWiIz1u+dUVYvl+1//NxmDHQxAI/gG13x+GIAQcHvkqbmk9qkf0aQxYG+x8Kx6YfEQXD4m2csWEZzh7p/aJLGPPDXXi5YQesLPhyvxyrozNuu+u3U8kSEPMOYMjO/w3q41sChv1ODaT/biXIMGANAvJhRna1vtncKCSmvEa+vzLfONtGnukaYoy9wkQ1Oobem8RNrxp+dBQZ7TXmNG/zgUrVwEluOhNbCoa9Hj/a0FaNYaMDU7FlIRjY0nq/HHEeH9RCEV4bu9JWjVd5wX+ONIOZb/0vE99K//m4yUaDloirLM3REIBN+hM6dtZ7x22XBEhophZDnhvk/6tEdhaAr3zsmGSpUAwPGyIn8dLcdd3xzqsP50tTD3se6EoJ7wT24V7v3+CCQMjc9uGIOJbvYjBuwIYNFb2zus+/1wOfYV1lsm8Diexx3TM7B0DHE8WdOkMWDlmjx8u7fEK9dXykRYdfUoDEoMh4ShLRGoztzszBOvpO5PGxzH45u9JahSaU0vDRQemJsNyvTiYH6JoCgKPM9DpTXih32lyE4IA2s0ggfAMELfYTkeRlbIrmY5HnojByPH40x1S6fX/ze/BmnLV9usG5yoxDe3jCfRw91Q26LDZzuKQJvaKUYhxYPz+tu8/NG0kC+oMbD480g5wkPECJEwpkgxs5oBDwPLw8gK7WVgeej0Bpyt03R67V8OlXVQXpjQLxqfXD+mQ01TAlDfqsenOwotL+QPzutv078YmoKB5fBvfi00BhZKmfAY5gGTagEHA8vDwAqKEwaWQ15l14FRU17e3GHd7dMysHxB8CiEuIJDJQ2dlr1pT6iEQahUZMnU/XpPCXRGDvfNySYDcy+x4o8T+GxnkUP7xoSKwTA0AKH9bvliPz66bjQG9CFjBm/Q0KrHiGc71ne1h5ihECmXWPreroI63P/jEbx6yTDyTHIhElP/ENEUccz7IZUmpYMTz8yDVET6hT9hHhcCIMGxfojS5GDbsXwmwkPI+62/MSq57Xn3xY1jMTU71ovWEDzFnrN12F/cAKDjfXdfYT02n6rp8vhIuRgcL8wv86ZPjufBsjw4I4BusrIHP7UOkzKj8fXNwVli1VdgaAqhUhFCpSK8ePEQm20XDk/EW+1KWxTVtuLWL/ejWWMAx/OgKBphMpHFyWPNeW939E/sfWxWUJVbJRB8mR/3O1fKcuorHedg2xOjkOD9q0dhTFpUT80iuJA/j5TjudW5SFDKwEN4XutZDo1qQ6fH6FkOV34kJNy9fMlQXDbaPUHTAemcr27WdrqtvMl228M/HyPOeSvONagx+aXubzKu5OKRifjvpcOI9I+L4XkeK/44gS93F0MmZqC2E9npCJWqzvtTbzlepkJdi54459vRojPi1i/2Y19RPaQixuckLXedrUOz1kAcISYqVTpc/NFWlDVo3Frf2hlWbS0gznknSYmSIzkqBKX1nQermGnVsx2i5d/ZfAZ3zcyEjCb9whtM7x/rsHO+trXjAPynA+fwxHkDXWwVwRFCpSLM6B/b7eQnABhYHtXtSkusPlqBu2ZkkuAKF6IwOQiNHI8T5U0Y1Jc46P0Js6z9pat24btbx0MuCchX/oDnu70lRB7XzzhRKThlFr+7A7/dOQl9OympSPBNzjW2zXtc+8lerFs2Ff0TwrxoEcHdtOiMWPrh7l6do6GLiX1HOVpqX92L4LukxYTin3unWRLD1LwE41/c6PDx5lJcBALB+zx1/iBEh0rw1qYz3e/sILUtery54TS+unmcy85J6DlP/n68V8/r4ckRrjOmHQH5ph4XJsPH143GTZ/vd2j/tOWrkREbCoVUBJYVJtsZhgEP4J5ZWZg1IHhqwnrDCfjLwTL8eaQcoVIRfrxtArLiyQuQKzCwvEX6vKeOeXcjE9P4andxWz0Qq7Bingey4hW4cmxK0E1KVTRqLLXmDaxvOeYBoG+4DKu2nrUst2+3gX2UuHR0UtC028nKli5VI7zBlKwYPPNnLvR6wYklkUgt7WTub8tmZyHChTX3/J1ohRTbHpoJoHO5o+7IeWKtS226ZUo6wmRizB0Uj5wE4njsiukmSUKdkcUFb+9wuhTPx9sL8fH2QpfZI6IpLJudBZmYwbUT0iAR0S47d6AhEdH49IaxAICj5xpxwTs7nD7Hgje3udSmC4f3RWasAsOSI4Iyc04hbQsyenXdKUv7EPyDqZlRWHeyFkfPNWHHmTrMGRg877L+jvXYefkvx3DxyCRIRMExng4EFgyMxae7z6G6WYcvdxfj4fkkUNafGNLXdh7qhb9P4vMbyfMvkPGmnPy49Cg8NL8/YhRShIeIoTWwkDA0UWHzU34+eK77nax4+s8TeOfKkW6yhkAgOMqXe8vwyoaz3e9oRVyYFGKGhogRlJ7NpSryrUrDje8XhXilDA//dBQ8eHB8Ww10nhfKCj8wr79T5fkCnfpWPb7cVQyGBl79J9/b5uCqcSl4fvGQ7nfsJQHpnAeETA9nKKixX0voli/24+yLHet1Byo5CUp8d+t4XN7L6FFnMbA8GtUGbMqrJs55FyER0Sh8cSHUehYaAwuNnoXOyILlBFl6i9wWZ/4U1vM8D7bd+tbWVrA8IJXJLOvzKpvxwVbnHmDt0Rq4bp0hw5Iigk5SNSs+DGdfWIhWvREaPQu1noWB5drahYNNG3Gc0Gbm9RwnbGN5U3tarS+sbcWbG0/3yr7yJi0+2dF1u41MjURmnKJX1/EXZmRHI/+5BWjRGdGsNUBnFMo9mH+MVt/N7cJygmw9x9tuN3I8PttRhNxe1qLfdroW207XdrmPgeU8MtDwNx779Ri+3uOdsi7t+d82oZ+9tj4fec/OB2UuPwJhAp+mEDRBMI7QqNZj+DOOyaO7GyPHW14omjQG3Dkj01Q6BqAAUpvMDt/tLbFbp9EbWNe937F8JmIUElBo63OB3vf0psxrAHhj6Ygu9iT4IutOCs//UAlDHPN+Bs+3zWH8fuckEtjlZ3y6W3DOLB6RiAfm9veyNQRn+beg3mb5/auJ4ywYyHt2PiqatOB5HhRFWeZXjHbe5Y2mso5GTpCtN3LW7/Mc7v3+iMPX3VNYjyXv7+p0+8ln5hOlQh/nYEkDLnawLF57ND6aQEUgBBsDEpyft26v5GeP3WfrAdR3uU+/WEXQlrEy+5+EEq9CwMLtXx7A3qKu/888ydd7SvD9vlKceWGhW68TsM75tOjQbvcZmx5lU7cZEJyQPABFaCgoikJGbPfn8XcOFHc9KOwtoRIGa+6ZChFDmSajAcZUe9lc79y8TCYgXEez1oAf9wsTBOaa15Sp1rzwXSjr4MuMSo0MOsc8IJSXWHu8UugbNGXl0BHa7kBxA3484FxkrieZlh0bNI55AChr1GLn0TpLxKS5j1U0aXsdCOFOgl3Cm+d5LP1wN/YW+s7gryvsZeUnR4VYsv2DjTPVzZj92r/eNsMh3t50Bm/bkUhbdfUozB+c4AWLvM+bG07j9Q3ej4Z2hEkrN9ldf+b5BRAxgTluFVv9XsfLmzApM8aL1hCcJTUqBMX1mg7lVwi+j3XQzzubz+B/1472ojUEZxmRpMShcyr8eqgM/710mLfNITjJyGTbeYeBT67DjuUzkUjKEwQspyqb8dfRclCAkNVoym7khPRGwWnA2ToPHC2j1RsWDE6AmAncINBAoa5F7/QxBS8stGTZEggE7zM6JRxFK4WkXFcm6jxx3kDITQFWQnKNaU6fFpJtwmSioA2ifm19Pt7y4blya4wcj7Tlq23WKaQibH94hsuUaAPWOV9Y273E8I2T0hEVKoHI5EwBACmE+gNpCWFBU5/v/h8cj+7sCa16FmdrWyyTDeabEs8DEzKibSYACa7j8d+O22R+eQqaAuQSUbclEsyOZ7H50yQJQ0GIVpaKabwapJMaM1/dCj3Ldb+jC3G03cwOaFEn7aaQifDcRYM9ZLVvsOC9fd42wQaaEhwrYoYGQwsZusJ3yiKjdNfMLCKfBPiNY7495rn7ZbOyvWuIF3FFfUdvQVFAcqTcrXWrfJ3cCv+srWnue9dPTAvoiTWpVbDsJ9sLiXPez1DK2t5hzZmABP9jfW6Vt00gOElqVAgOnRPUrzQGFqFelMwmOE+souMkq0pjIM75AGbeG94L9M1JCIPWwEJr4HDf3GxcNjrZa7YQesaIlAin9v/qpnEB/f5AIPg7z1442CXO+SvHpQT8fEFvmDcoHu9vOQMjx4N3TvjcJ2jRGaE1uM5nE7BvC5EORC/c/tWBLrebI2cCndV3T8Hxsia8su4U9hc3uOUa139q33l18YhEvLZ0uFuuGew8df4gRIVKwJsifwUJdAAQ5M85nkdZowYVTVoYOQ4cB+hZDnojB62Bhc7YsxsNx6NbBy8AizSYvVjTbQ/NQHKUvEfXDwR+v2sSfthfCp6HRTYNpro0HM9Db+RwrKwJRo6HkRXk1YwsL5QvMLA9erg52m5Gkz32RHz2Pz4bMQqp8xf3c76/cQTW5DVY2ornzWUjgA0nq9CsNYJ1stRKb+B4QGfk7PbhP++ajCFJwadGYQ+Kojo8509XNWPO656bpHl80QDcPKWfx64XSIxJi+rQfu9sOu3R2lQkm6rnfHCNbTaoWm/EwCfXeez6Y1LD8eMdkz12PX/D+vnRPyGMOHj9jPzqtnJt5xo0QT2m9mf6xwuOGxJM6T9YZ7re891hvHH5cK/WtCY4x9rcmg7rbvvygOU9ziy/CgDvXz0qqIMsA4X1907F38cqAaCt9BRNgeN4/Hq4DEaWh0REQ8LQEIto0KYSYwdcMG9669R+uHhkUq/PQ3A/eiOHh38+il8PlWF0aiTSY0IhEzNgaAphMhGatZ3Po519YSEpZUYg+Amt+u7nxB1haGI4ccx3waC+4Tj9fM+l4refrsXVH+9xoUVd8+E1ozB3kPsUL8mbQhfc9/1hSEQ0KKsaoWbMchTm9dYTVuav/WJCcfX4VJ+fzJKJGaTFhHpFUv6XQ2X45VAZAKGu3jDyguMyokIleOr8QZ1ur1JpMe6FjR60yHHWHK+AmKFtanQLddStaqrzPLRaHViex9zBSZicFThZXQP6KLtsu/t+OIyCmtZOt3uL3w+Xg6Zgt904k8PavJ7ngeHJEVg4pI+3ze41AxIUGJfdt8P61/45hUYfy+7993QN9hfX27QRy5o+ubYgHt6k42eW77txcjr6BoETMis+DGdfWIiv9xSjqLoJNEUhJETmNsmlyiYtfj8sPAMpUy15s5IPj7YoUvNEoHUtWrMKgs0yD6g1GgCATNbUdqy9fa3OMTMnDn3C/b9975qZhctGJ+PjHYWWcjlFdWr8ecQ9KjL/5tdALmEsbWceG9r/v7YN0LFuP3PbWbahbQJYY2rPEFmT5W/C3HYAoJCJcN6QPn4/6SOXiFC0chHWnajEoZJGMDTA0LTb+p6Ypjr0PXP7AWj3f92x7cz7mJet+6p5f8tRfMf+bG7/4ckRGNTX9wKmQsRt7wTvbSnAfXOyISLyqn7DvAEx+ONYNQDgrY2n8UqQKlH5O6eqmlFY24oBfZTeNoXgIBqrLJoNJ6twoqwJ4/pFe9EigjP0i+kYyFRSr7a77/+2ncW7V5Ka9P5OVnwY7okP67D+0x2FOOuG+ZYhieFIjgpBvFIWEPMgwcKvh87hV9O89f7iBoeT2hYOScBL6/Isy4kRIbh6XKrfv7cRCIHKkBX/uOQ8a45XYtfZOvx+uBwD+yjx8iVDEWKSuE+JkvutgrTWwOKXg2XgwbfzibbNo8DKf2qeZ4Flud2+aPOh2t233dwMZ5pQqWjSuuX3A4A7Z2SApigYOR4yEYPbpvVze6B0wDrnx/WLxu93TsKF7+4AAGTEhkJn5CxZphwPGIwcmrvIFDU7jXtDRpwCEzN822l48+f7sPlUxyhhT3O0rIk45z1IrEKKZy8chF8OlQk1zQGIGAoimjbJlZvly2lwrBEMTSFEKihSmJ16Rk5wvhq5NseekD0sZOIbOQ4sD7AchyaNAaX1Godse+HvvO53suKLPWUBXfu1Pf+ZngGVxoi6Vh0YSijLIWIoiBjaSm5eaDvzMkXBTjvx0OkNYDkeFM3YtJ+53epb9Ch38MH37F+5Tv8uO5fPDFin742T03GiXAWZhLGUT6FM0fbmqHuaFr6bHXosJ/y/d963hCAHI8vDwHLQsxyOnnNcHvqVdad69LvsK6rH73cFR5YpTVO4ZkIaVCpBllSpVOLe2VlY/vMxfL+/1O4xYTIRGJqC3sg5pV7x0fZCV5ndK8QM1avIVV8iTinDIwsG2Kx7aF5/LHxzW6djvuhQCQwsB61RUI9xlEd+OdYrW11Fs9aAq8aletsMlzBvUALmWUUl3zcnG9/uLen0/5qhKShlIhhYHloDa1Ka6Z6dhY3YWXjYFSb3mlPPzYdU5FuZsdaBxW9ePjxoxleBQt9wmeX7y5cM9aIlhN7w8Pwc4pj3M/46LgTFxCik+PvuyYhTyro5guBLXPXZYZvlKVkxeOr8QZZSL8KksjBvEk/aNqC5alwqVBojKlVaGFgOBpZrG2O2C9IErII0ecBgFILzN56q63DeY2VNOFbWhENPzCGqKH7EpaOSIRUxOFPdgn6xobjPwdKwZlUGa5IiQzAzJzjrTBMIvs7jiwbgw3/PCqVBRZSgmsLQkIqET4mItpQMFZRsBT+jgePAcjyaNAZo9CwOlTRAZVLUyK1Q4by3t9tcx1+Vulf8cQLf7bM/J+rLyMQ0pCJhXr6u1Z5+MzA0KRzf3TreKyXOA9Y5DwDDkiNs/uC3na7BS2vzECmXQCEVpGe2n6l1+rzXTUhFRpzClCnTNiRrn2GTFCnHBD+IlL59WgaOl6tAAahutidW7RhPnDcQ5gBAwRlImRyHsDilzE7CIYnhyIzrGKFK8BxmB9Q1E9Is60rr1bjj6wPQGThwPG/Jzg6VMFg4KBZSMQ0KJmeiaeLWOsuTM2XdmiW9dUYhqsqV3Da1H0KlItAUYNDrQdMUpg3oG1QTx5lxYfjoujZJYK2BxWO/Hsfh0gaIGRp5lc2WbVeMTTY5gynIrJQ+zFFoOr0OHMdDJJZY2q1FZ3R5puktU9KhkIot2ZA0JUjZBKpjHgAi5BJ8fP0Yy3JuuQrLvj8EChROVVm3UQoYWog8lDAAJRJ1iBI09y1BdYDHLwfLnC49wdBUt/L6D8zNBk1THaIgg0lyj+d53PblAfzjRK1Xjd5xp6CruWh4m2oDRVEwGAygKEAsFgvr2rWlZV/zegq4enxgOHYBoKxRg0krNzl1TKPG4NHSE9aY2699pDBM9wCjaYJPLBbbRCWb2y5SLsElowKjf/I8j2/3luLRXx0PemA5Ho0ag1dqlY1Ni0LfCGFy3qb9rO7flkhw2EZ/m9tvRv84n3PMA8DuwraMoNFpUV60hNATvt4njL0z4xQ+r+BGsKXK6l18yahEL1pC6A0/3j6BOOb9nMNPzkGEA6UyCYGJRETjntlZHdZrDSxmvrrFoeSFUamRncrfj3h2veW7VERj72OzER4i7rnBBLdC0xQuGtH2TL7/xyMOvXuEiBncODkNoabyJokRIZjRP85dZhIIhF5y85R+uHlKP7Acj3c3n8E/uZUIlYgQYkq40hk5pMeEguN5GFjBOW9gORhMjvpYhRQGjofByKGwthWVKvdleHuDh+bngKYpwRfKt6kBmv2hQDuVwU7UIX8/7B5ly87QGjhoDVyXpQaOnmuyW2bRE4mgAe2cb89jvx63K0s1qK8S5xo0YGgK9aYIivmDEvD84sGIDoL6yeP6RWPfY7Mtyzoji32FDU7XbxiWFI7shDAoZWRQ6a/8caQcx8tUHda36ln8eKhj1KcriFdKQYGCMkSET64fg6RIx+tiWme2BjOFta34+eA5u9u+3eueqLZ4pRQ0RSE2TIqPrh1NJqAc4OPthcivaumw/tu9JW65XrxSCvA8okIl+OzGcSTDoxuMLIfMx9b06Nhbp/aDiBbUKwTFkTYlC47n8dG2QrTojFhxwcC2dmj/Qt+N/8TayW4mI06BmHbjlGC9LxbXtWLaK1ucPi46VGIKkLFtN7MCyZnqFvx04BwGJ4bj7llZbQEO1u3nQNtZvpvaUMRQGJkS2a3jLFja84ZP9/ZIxenSUUnoEy4DQ9MQWRR/hB+GofHT/lLkV7XgrpmZGJESAQBQt6rBAwiVy7ttO8C+o71PeAhSogO3jvfpGuF96fZpGUgM4CC6QKVZxwIQaukS/Iu6ViEg6/xhfREXRsZt/sakfpHYcbYBcWGBP4cUiOTEhyKvSkhOONegIc55Qgde/Pukw6qCjtal1zmp3EXwLjzP4+Qz85FboYJGz2JTbjloAM0GdMgo1RhYvLu5AO9dNZKUMSAQ/AiVxoDX1ufb3bbttGNJvhP6RSM2TIqCmhao9axl/ec3jnWJjd4gKlSCFxYP6fV5Vl48FEfPNQLoxKlvjXmR6rhOrRbmLCixFM+tPomaZh3+MyMDCqmgrGhWpWVZHgZOWH53c4FTtprniI+umOs2f2dAO+e1BhY5T6ztcp8EpQyr755iWQ6WSdCukIoYTM6KweEn52Dhm9scHnxesmoXACA9JhSbH5juRgsJ7uI/0zNw3tA+0Bo41LXo8MxfucirbIZcwmByv0jIZRIYOR56oyCnrTdy2FnQUa7LGapUOqy6ehTmD07ofmeCXQb0UWLfY7PRoNZDa2Dx+vp8i5NjweAESEU0OB427dYT1RBrqlQ6fHfreIz3A3UQX+GlJUNwx/R+MLA8Pt9ZZHl5WzgkAVIRY+pbLPRGIapv19ne9a2GVgO+uWE4suNCoSSO+W5p0hh6fOx7W+wP8J48byBunJyOGyal9/jcBMfYnFfdo+PqWvV4Z/MZu9u2Pjgd10xIw9MXDu6NaQQH6Gl5pR8P2A9MmzcoHh9cMxrX2FGFIGP97okPExwS5w8jE4n+SL/oECSEy0jWvB+iMo1FlowkWfP+SIiYRnKkzJIlSfAvGtRC//v77ikY2JeMEQi2tOiMGJ0WhW/2lsDAuk6ySSamcbq6GbEkqMdnKKlTo6ReDY7nce0ne3t1ruSoEIwhKlQEgk9SUNOKT3efQ3JMGOKVMogZGqyplGi8UooqVc/UpQf0UeLbW8e72NrAIUTCYJwLfAnW8zqzBrSVC9lztg5LP9zd6/Nbk1fRjLHp7rmXB/RbgyPzEZ9YSQ4HKxzH47OdRcirVEFv5LD6WEWvBpuFta1IW77ashwhF+Pwk3NdYSrBjZTUqfHGhnzwgOXvwIxaz+KfvN45c7vi270lxDnfQ7QGFu9tPoPSBg14nsdv7eRh1hx3j+IBAPx9rII45x2kvFGDNzechp7l8M+JSrRaRU7aq0XmCvQsh92FDciOC3XL+QONaIUUuc/Mg1rPYl9hPe74+mCvz7mvqB43TiaOeU9w/aR0XDA8ETzPY9RzG1xyziqVDqnRpP94gvznFqBJY4Ce5ZwuS2CPdSccL0tB6IhcIkjtHy5txKC+4V62huAsHA/sPNsAnueJg97PMMsabzlVg+lE+tbviAuTYsOpOjRrDQgjaoJ+h0IqQlWzHgvf2oY7pmfgvjnZEAdR6TxCR8zSvRzPY97r/6KsUePya2gNHL7aXYyJGTEuPzfBeRrVekx9ZXOPjv3o2tGYmh0LiYjcNwgEf2DZzydRXK8B0LNEj/YoZSJ8c8t4ZMUrXHI+Qs84W9vqkvMsGtoHT18wCGKGdmvpmYB2zn+5q7jL7RQFLHp7m6kes1AvUiqi8dnVQzEqiLJpDpY04Jm/ct12/ka1Add8vKfD5NCwpHAsm53dZc0Hgue45pM9KK7rWPbBE2zNr7EJ6Hj6gkG4bmKaV2zxN/44Uo63NtnP+nQ3X+wqxhdW99nXLhsWVLXJneGhn472Wq2gJ7y6sRCvbiy0LN8wKQ1PnT/I43b4A81aA46VNUFE091OqNKUMIEnZgQpbdpUb9r8nDPXkz5RrsK0VzZbtnX2tHM0HI43aT3xNuuEyeBV14zqIHEfTJypbkFtiw4imsJt0/rhg61nO91XLmEgEdEQ0YKEvXkMCLS1HQUKD/50xLZdu7i+I23IWxUntJbvWjwiEctmZwWtE43leBwsaQAFoaZjd4TJTH3PVH7AXt+jQNntezwAjhOkQ2maBoXetR0AfHL9aGTGhTlwFv/BHKT72K/HcdW4juoDBN+mqF5wHuwvbiDZWn5GRoxQLuOznUVYcQEZr/kbZhWmT7YX2a1XTfBt3ls6CPPe3QcAeH9LAbLjFVg8grzbBjPnvb0dJ8o7ln10NX8fq7SZD7ttaj88snCA269L6Eh4iBhPXzAIa49XgqEp0KZ3RZpqK58VGSpBcV0rjpepECZlcK5RUJu9+Yv9Nue6bHQSXrx4KJnzJhB8lPCQ3rlFH5ibjbtmkvGeI2gNLB7++SgOlTQCsC0Z2NN5MPO8DkMLAVHWde1TouTgwcO0i2U9x/NgOcDActAZWWgNnZeVmTMgHoW1rTCyPNJjQpEQ7h5F2oByzmsNLJZ+uBtHShsd2t88qcbyPIQcRkGue31eLUZlBo+M4+i0KHx+41hUNmmg0hjx/N8nXX4NezU5/s2vwdu9cCpuuG8aMuNINJIr+GFfqdcc8/b4fl8pcc47QFmjBg/9dNTbZlj462gFcc7b4UBxvVcc8/b4dEcRnjxvYNA6Abti/hvbHM6G4HhApTW62SLHKalXY8upGlwyKjj7X35VM+a+/q/D+6v1rE3dL2/z5sbTuH1aBkJM2crBxot/n8RH2wu739FEsw/1PQD4andJwDnRON51cq0E79Gs7Xm5FoJ3IH3PvzE7aDQG3xljEBwnv9o202p0KgluCmQ25VXhxs/2d7+jF/j7eAVxznsJiqJw3cQ0h+cjVSoV9hY14uZvjnXY9sP+cxiVGoms+DCkRskRFSoh8zAEgg+xYmEWnl97BgdKexaE9cmOIuKcd5Az1S34vZ3Sr6+z7PvDNsuFLy50yz08oJzzHM+jttl+PYi1y6ZYMqQYmoKYoS1Rb4wp642hKKiaVQgRB9/k6LTsWMv3lGg59hXWgzPJN2kNrKU2si8x+7WtnW777obhGNgnsLKYeopGz2LAk2vdfp0H5/WHMkSMEDEDhVSEMJnwo5CKoJCJIBMzYCgKlCnq1PKJtmUyULXlQHEDlry/063XuH1yCqJCxYhSKqCQiqCUCe0ltKEYUjFtURch7dY11tHurkIuYfDQvP6QS0UIlYgglzJQyoS2CZOJECoVmTJ/KUu2qHVbNTc3AyC1lR3hrSuG46W1p8BxPOrVepytcVwKaVZOHG6anA5Y9w+rjF6hbWz7ENotC58A0La/GfNUvb2oUgqAWEQjMSKkp7+635MRq8D/zczEnrP1MHIcDpqicR3l+cWDkR4dammr9u1hzqynTX3MOjubptv6Xfv7Yfs2bN9+5m+RoZKgdcwDwC1T++FUVTM0ehYsz1uiqR1BwtD49IYxNvc/S1tRbVnz1n2ttbVVUL9QKGyeaeb2B+y3nZn2KhgpUfKe/uo+Sz9T9m42keTzS2JCxahtNWAwKUngd8iCcB4ikOgXI8eRsmbEkdrRfsm0LNtybcE8tg4G4sLckwHXFR9dOxop0XKEh4gRHiKGhKEdUo0i+DYxCkmn2x7++ZjVflI8vmgAZGIGMjENqYiB1sAiMTIE2fFk/ppA8DT9YuSQtitD8b9rRyMqVAKpiIZEREPMCJ+Sdp9EEcM5BieGY99js9Gqa0u0MGe6m79bqx1a9uGFNUKJGViy4XnwaG5pBXgeIfJQS1Y8z1tlyXO86RrCup0FdXhns3NJwqNSI8HQFC4bnew230dAOeflEhF2LJ9pWV7+81F8t68UFw3vi/7xYQ79JxrICzHmDUrAvEFC/W9POAfdgc7YuSxFsMHQFAb1VbpdjuuVdae63eezG8aQ+olO0NUg31Ws2l7S7T4/3j6ByKI6wLTsWGzNr3HpOdV6Fiv+7LrsSIxCiv2Pz3bpdYORUalR+OG2CQCEgVv6I387dNzmB6YjPYbUJfcmDE3h/rn9Lcul9WpMebn7WoFxYVLsfYz0HW8Tr5Thy5vGWZav/N9u7Cyo6/a4T68fgxk5zo8pVCrhfYAELXVOmSn705dUlQiOU9sqZMwX1LQiTul55wOh59S16C3fWY4nE39+hpETphOrmrVetoTQE4raPfOe+Ss34JRxCG0MTgxH0cpFONegxuSXelZj3Fnay56bOfjEHESFun/uh+AeYhUSfHPzOLA8DyPLQ6U1oFlrRF2LHq9vyLfsV9ui65CJaWbvo7PImI1A8DBqPYudhY02625pd58+/OQcRMjJ/dkVxIZJEevCAFZn53UmZsbg9ukZGPzUOof2z39uASTtgjfcQUA559vzr8lJMjgxnGR2OsnGk1W46XPvSTzdPye7YwYaBYRJRbhibApETNedQ6Vyf10of0EiorH67ikAgIomDSa8uKlH5xmTEg6xWGTJPmM5oQyEnuUsnwaWg87AQWNgoTMK683EhknRP4FEgzpDanQoilYuAgA8+OMR/HjgnNPnGN8vypT5br/dtHoj9CwHIwe77ZYaLSeORwf5/MaxAJzPoB+XbmojWsjgZDkeOqNQ/0Zvag+d6UdrENaZJ/8A4JYp6S79PQjCs2fX/RPw7Noz+PuEIBf/Uyf9b8arWyzf//q/yRicSDIVvU1ylBw/3zEBl67ahVCJCJMyY7D2RGWH/aqbdZb+OiwpHD/cPgFSEQnS9DZf3DgWb286gzc3nsbsAfE4VNKAulZ9h/1u+Gyf5fuqq0dh/uAET5oZ0JifMCTY1b8pqW/FhIzo7nck+AxGK1l7A8uBockzyZ8oqBGcu2eqWrxsCaEntK8qsfpYBXHOByh/HCnH3d8ecnj/nIQwKGViy/u6tYIgTbWpY9EUYDQKWYHNet5USsuIVh0Ljd6IVjtltUamRASlequ/8/vhMtzz3eFu92NoyqIqynGAkeMgEdGQiRgoTIqIcwfGu9RhRSAQHEMhFWH+wFiszbWfZCWiKaJuEgBUq7SY/NJm6Nmu5zauGJuMb/eWYnCiEu9fNcojjnkgwJ3z5U1CxPJzq09iXHo0pGIaUpEgHSMV0aZlhkSk2+FMtfdeKKUiGquPVXR4OTLz1e4ScDwPlueRFh2KNy4fDqVM7Fkj/ZSSHmZAUYAgpy2XQikTIUYhhVzCQC4VQS5mECplECIRIVTCIETCCPLbEgYyCYMQMQNxN8EUhO6pabFfsqM75Ka2CJOJERfWsd14ox5yMY3YyHBhm6nd5GKm2yAYgmuIkIuhMXAorVfj/GF9Tc8pGvWtegzqG47IUDHkEhFCxEL7hJjbScSQgaIbCZWKsPLCHLx3zVjUt+o7dc5bc65BTZzzPsKo1CicfVEIbvpub4ld57w1R841wcDykAb0yNg/EDE07p2TjXvnZMPAchjoQGme/Kpm4px3IeYnyxVjU7xqB6F3LB6R5G0TCE4iMY29o0IlROLeD+FMExj3zc32siWEntA+n2cfUVcKWP4+WuHU/nmVzd3uM6ivEn/cNRmtLaSsXDBQ29IxcLg9E/pF45tbxpFkQQLBh2nvmI+Ui/HaZcOREi1Hv5hQ0n8DgHq1vlvHPABcNzENL1481AMW2RKwU5AsZ+vZPf+d7d0e8+n1YzCqb3DLyPA8D5bjccmoJPxvWyFqe+gQ7A06I+fQ4BcAzta04kBRQ49kTYORcf2iUbRyEYwsh7pWvZA5bWDx97FKG7mlkSkRCJEwaNWxaNUZ0aw14FCpCmp9g03Grie5bkIqnr5wsFeu7Qt8dsNY8DyPVj2LhlY9DCyHiiYtbvh0n+UhEykXY0hSBFp1RrRojWjVG3GopAGtOtahB5E7uH5iWtBlHBStXASW41HTrIPWwOJUVTNu+/KAZfuUrBhoDSyatUY0a43YWVCHZq0QYf/WxtNesfnrm8dhUmaMV67t6/A8j5HPrndo39u/Ouiy675z5QicN7Svy84XrNS26LD8l2Pd7wg4LG/VHanRcvx4+wSv1LIMNO746gAMbPfjjtfW5+O19fnd7ucIt03th0cWDnDJufwVmSlKfFo2eS74I1MyIlFQq4aYIZNJ/ka9SSXkrhmZXraE0BMyY0NRqdIhI1bhbVMIPeCtLUWW7yQ4LbBZdc0oAG3znwaWh4Hj0NCqh8bA4lBJIx5x8P3BzIlyFTIe/RsimrKZMwuVMBiTHgWZSKgzLtQbZyAV01g4uA+GJUe48lcjuBlnyiDsOluHl9edwvh+0ZiWHetmywgEgrPwdrJCG9QGG4U+VxAqYbD1oRmIURCFDEfJq1ThvLe2e9QHNf+NbSh8caHHAzIC1jlvLTPrKOVNmqB1zr++Ph9v9sIpFBUqwb1zskFTZpknYf2vh8pQ3ayD3siB54HEiBA8vCAHUhENyrRv+79563tjZ/2BAgWGphAqZdAnPKTHdgcrfx4tx73fH+l0+8GSRs8Z4yCf7yoOauc8IEildeU8alAbLOU8fIXPdhYFnXMeAH4+eA4P/XTU7rZtp2s9bE337CyoJc55OzSoDRj6gmO1513NFzuLiXO+lzzzZy4+2VHo8esW16mRV9FMnPO9gOV4ZDzqnb73wb9ng945f7ZOAwBYe7wS8wf38bI1BGfZVtAAQChXJJcE7Ot+QCI1Zct/vL0QN04mZYv8jc35dWjVs6hSaZEaTcqC+RvDk5TYcKoOABAVSpQZgwGKoiBiKIgY4MDpBlz98Z5en7O9I6FVz2LLKftzNB9sPYszzy8gioV+hLMlCN7fUoD3txTg2Iq5CCOKrwSCT0FRFI4+OgUsI8MIBxNyekKrngUJmXaObfm1XkkOTX/kb3x6wxjM6O+5JOCAfVsvqbcv333z5HRcMS4FDCU4d80/NEWBB4/a5hbIxDSCTYBo1oA4p53zw5IjMKN/LGIUUlw4vC8UUlGH6JKlY0jEsS8yKSMG/ePDcKrKMYWCnjKorxJXj08VIoRFDPQsh7JGDRYM7gORqe+Za7hYfzI0ZemjRELGlifOG4g31uejWWd02zVGpkTg0tHJlnZT61k0agyYlRNnuWd2aC/SbjZMzYpFRmwoCmpa3XL+h+fnIEYhgVTMQCaikVuhwujUKCRHhYA2TTIwFIXW1haIaArh4Urb5x5Faic5gkrr+n7WFsRG2dQtfGRhDi4ZlQQRTQu1C4O8D7kCd8xz0RQs9zjGFIwYHy7DZ9ePRZ8IGelbLsLIuV7thbIKIKWptvH/xSMT8ejCAZbnGel7gNYg1EQ9eq7Jy5YQegNN/pb9D1OUelmjxsuGEHqCWa2C9D3/ZEBCm+JBeAhxogUbQxLDMTY9CnsL6916nYfm94dMxEBrZDEmLYo45v2MaIUURSuF0mnnGtS4/INdONeo7bDftRNSEa8UArVHpUYSxzyB4MP8caS8V8crpCIopCKESBh8cv0YpMeQAM3ecsvUfrhlaj9wHA8jx+NYWROu/2QvWJ4Hx/PgeIDj2r67Ep3Bs8rDAeucz39uAW78bB+2n7HNUPxoeyE+2t59FtWWB6YjLYg609CkCMsAI69Shd0FdVjxZ26XxxwpbcSR0kYAwOO/HbesH5sWhR9un+A2Wwm9J04pw7p7pwIA6lp0aNYaYTTd1IwsDwPLQc9y0BuFzx/3FuHvEx2jfRMjQiCXMDhd3WL3OifKVXblwF5ee6rDusNPzoGSDFi75abJ6bhpcjp0RhbVKh30LGd5WBlZHnqWhc4otN3ewnq8t6Wgwzliw6SIlIuRX2W/3Q6WNNpVT3j2r473hLxn55OamHZICJdh4/3TYWQ5lDdqoWc5sBwPI8fBwPLQGYRSAxtPVuOznUUdjh/QRwkDy+FMJ33rpbV5DtkhoikcXD6Z9K0eUNaoxfmr9rv8vBxvrknKA2zb+id+O46rxqW6/HrByqc7CvG/ba7Pmud4gGNN7WfibE0rdp+tw2Vjkl1+vWBEZ2QxaeUml5+X5wGW503drq39vthVjIfn55BnmRXmAIVgVL4JBFKjQmBgOfI37YfojMJk0D2zsrxsCaEnJEeGQGNoRVIkUfbzR277tm1O69apGV60hOANwuVi/HDbBPA8jyaNARwvSB5zvOCEXfzeTpdc5+W1p/DBNaMQo5CiXxDNOQciSZFy/P2fMTjXoMHC923nDb7YVQwAlnl2AoHgu1w+NhnlTRrUqHT45VCZ08e36IxoMSXQfbevBMvn55CAfxdB0xQkNIWfD55za5KiNbd/dQBf3TQOk7M8oy4bkM75uhYdTlU1Y+mY5A7OeUc4b3Ac+kQEpxTpprwq3PhZ75wRUzz0x0twDeWNWlQ3axEiZiCTMBDTQskBMUODoSlIORqXjuiDS4YnQCaXgzc5lswOphs+7X0tliGJ4WQC0Um0Bg4nK1SQiRnIJQykIgY8eDA0DZmYglREY0ZOHKZlx1raytXtNjkzBiKSIdolRo7HqapmSEQ0xDQFsYiGiKYgEdEQMTTOG9oHCwYnWF7+WVMbbcuvcSiQrDvmDyS1zXrKgvdcW2eqO769ZbxHrxfInKpsxtPdBBi6EhFN4aIRiR67XqDz7F+5qG3Re+x6L148BKHSgHwl6jHmR/u5BpK964+UNWq9IgNI6D0NGmHSKSaM1KT0R0Q0BZb0Pb/F+r7J8zyZWA8imrUGbDhZBTFDQ8zQViqPtEXp7Ntbxluc9ea5lfZzYxo9i2XfH+72erd9ecDynThvfR+e53GwpBF1LTpUNetQo9KiSqVDdbMWFY1qVDfrQVG2JVoBMjdOIPgLUhGDe2dnQ2fk8NT5g2DkhOSqM9UtuPIj58qdfLD1LD7YehYAcOSpuUSJx0X838xMfLOnxGPXu/rjPR6rPx+QM1GjntvQq+O3F9Rj4oubQNMUapp1LrLKPmvumYIBfXxDRH9vYX2vHfMA8N/1+fjv+nwA5Ebk6+SWq3D+O9u9bQaatQaMe2Gj5WWH5QQnJcvxHpng+PT6MZiR47l6Iq7gwne2o6jOfvkOT1FSr8aY5zeA5YR2M3IcOA6WtvMEex+b5dN1ne/65hA2nKzy2vUPnVNhyuu7TBMHwqQBa1LJMLebp/H1NjPz400j8PHOUqhZCmKawrT+sYL6ASsoVbAcZ/rk8famM72+3tIPd0MiokFBeLE3cFyHF3xPkxIlx78PzfCuET0gO16BJ84biL2FdWhQGzAkMRwpUXIYOR6tag1YjodILIGB4/HzgXO9lg82cjyyH18DiUgoSWD+G/E2q64e6Zf1wu+b0x9qPYuGVj20Bg6zBgglVViOt/Q5Iyv0wbdc0Pce+eUYnvrjhND3ABhY7/c9ADj0xBxEhkq8cu2+4cI9+tFfj+HKcaRElb9hvv+crmpGVnyYl60hOEMfpeCUf+K347hmPFHT8TeOlTfDyPFQ61kS9OVncO0e/N/uLSXPvyDips/3u13Ovj3DkyPIfd5PePL3E/hyd7HdbfFhEszMjkZidBgSwmXIiFUgLUaOWIWUBPgQCH5CTbMOY57vnS/RHsOe/sfyPUwqwv4nZkMq8v3ExGf/ysXHLkgW6w0UJQS9CmXIAb3RNVLzCwYnIDs+DCKagsg6GI+hcLi0EZVNWkTIxbhweKLH7uEB+cbw+tJh+HZvKZQyEQAKKo0BrXojqpt1DjnbGzWekUkAgONlTT7jnB+VGonHFw3AuQYNvtlb4pI//Js+2wcxI2Riz8yJw02T08kAxYfISQjD/XOycaCkAVoDC42Bg0ZvBMsJkeIUhChhjmOF+roMAwrCTZKiAAqU6VOQQLX+TlttN3I8DhQ3dGqHt53Maj3b/U4+xjtXjsQbG/KhMbDQ6Fmo9SwMLAfa0g5CPzN3N8v6du3GcZzw0GMYp9utpN677QbA57NTnjhvAHieh57lYGA5q7IRvMkBxFtqjlOmOuPmPkZTHfsXbbWdAoXCutYun2tlduqfeRtfbzMz/WLkmJoVDbFECoVUhAi5xFKagOV4GFjesnzthFT8uP8cNIbe3UtcNeB0FVFecgz2FoqiML1/LMJkIoCHpRa8kePR3CJ8SmUyGDkeD8zLxle7S7q81zmKr7WfvyrSRMrFWDC4D5o0BogZCnFhMpu+Z3HQczwenNcfn+8sQnUvg2l9re0AQcLNW2TGyr12bYLrOFjSQJzzfoZURGoP+zPmwJjaFh1xzvs5kzKjvW0CwYO8cslQvLY+H3qj8M5uHmeayz5aJ48YWB5G07u9geUt5SANLOfUvNLxsiZMyIhGbYvOlLFPQSpiwBBlQp/j3jnZOFDcgPImDRrVBpttVc16RIWKkRwlR2q0HKlRxDFPIPgbkXIxLhudhN8OlUPPumdeoFlnRP/H12LF+QNx/aR0t1zDVYTJvD+G5XnA0K6cZG9ZMDgB8wcnQETTJnUcCgxDWRz0iREhqGvVA7xQsttTeP9/2w0sHpGExSOSoNIaMHTFP53uJxXRkIho4ZOhUd7UtRMjXim1yaQxO0qWjEzC1eNTQdMAY3Ky0BQFyiR/xFg5VWgKYGjKJx/ULToj/jxaYakj7wr2W0127yyow8Ujk/x2sj8QoWkK/9eupqGR5fDc6pPYml8DnufBA2BZDhzPg6KEz4pu+oojJEWGWKTz29fVfnRhDmLDpGBoGnUtOpwoV+HaCakQ0cJLizm6SaNuhZimEBmhtKwznzPQGZwYjo+uG2Oz7vfDZXhjw2kAAM9z4GGSWeMEKa7u7nGOkBwVAhEt/F+fbtduT50/EBFyMRiaRrVKi/yqZlw9Xmg3kemBJ2aE7wxNQWxab24zUbt7o0qlAgAolb4RwNQTUqND8fH1be1U2aTFHV8fgFZrtPQvjhcUB1zVt1Ki5KYoQAr5VbZtdM+sLKRGy8GYBh/rc6swJi0Kw5IiLG3E0LZtIrL5bpL3o+CTz7Heklepwvw3tnnkWgxNWf4fGdP4gDZFYzRrXRckuHR0Mm6ekg6aptoCPQCbIB6gLZAnNkzqt07dV9bl4d3NBW6/DkW1jfcoytyWwndXth0AvHnJQKRGhSAsTGETnMPztsFWACBiKPQJ9886tw2teox4dr1HrmXua7SpD1q3pcqF7RcbJsU3N49rC3xr137ma5oJl4uhlInbnn1eVJ46VdUKQAjiJPgv0/v7lyoUoQ2iPOefzBsQg3Una5ESRQKc/A2aorB0ZB98f7ACAEgbBhmp0aF48/IRdrfVtujwn68OChP2VlAUBTEDiBkGoZK2dyeO48DxQLOORZPG0P50Fowcj4krN3VY//2t4zGuHwkO8SWiQiX4+54p4HkeH20rxL+naywJMk0aPT7aWQqOL7V77BVjk3Hb1AykxYR62GoCgeAIV3x6CCcqWrrf0UU8/Veuzzvnl83OxrLZ2QCE5KpyK6VJngd48Db+UbPvged5bDtd69ISk2KGgkzMgDepLNuU7OV4p1z3a45XYs3xSsd2/rnt60fXjsbsgfFO2e0MAemcN6OQdPz13rx8OMamRyFBKbPrWAgEZ1BPKaxtdaljHgAeWZCDAX2UYGgKyZFy4pj3Aw6XNuKznUUuP++wpHCkxYRi2exsJEaEQOKCzBCVSJhEV8rJ31WTxoB7vjvs8vOOTIlAv1gF7pmVhYRwGcQMyejpDau2FuBQSaNLzzl3YDzG94vGklFJHSZzu3umnTe0r0tt8XcMxs6HdnMHxuOy0cmIDBVbBS/QNkEN1hGYtGmddYCetUPeXQTzOKZV13m2yrtXjkR4iBgUqwNDUwgPU9i2m007mtrP1GaW9rNSuPAUbe2p8Ng1vQHbjY78h9eMQoRcApmY7tDXzDJklvWUEAFtccK3C44N5j7iKAdKmwAAT5430MuWEHpCdKgYDEUhXun7JWQItpytFVSp7m4XPE3wDzQGzieyjQg940RFs+W7xsBCbmc+kRB8bMit+n/2zjosjqsL4+/MrLG4u0NCPIQocbdK6m3q7vJV06auafu1X91dU0mbShpp3EOUKAnBIbgtsKzOfH/M7rILC6wb9/c8POzM3rlz2MvM3rnnnPcgr9R1kvdXfLIXGVF8ia7pgyJddl5C/1AUhVunpeHWaWmGfTKZDGotC5lWiLLGDry27jROVssM7/+YV4Ef87oc97/dlYvoIAniQ7wzoJpA8DXMOeZjgiS4f06mQdXEeC3P8FqXoMFQVFeyLt3VVkBTEAtoiAVMV2KwgIaflyXCMDSFRCsCFjOiAnGji4IPZDIZOI5DQGCQoXQrpy/nynFgdSo4fNlJ1kyZRH5/a6calc2deHL1cbPnUWicq7bs07PNQ+WmEqUjE4Jx4eh4N1nj+YxODEHJK4sM/6x6maZtZ+rwn5/yberzlbUFAID4ED/DgyrHAe9clY3BJBvH49h1tgFXf7bP4f3+cOsEDIkJQohU6JPZtu5Gy3ImtWwcxao7c5Ee6c87tMi42c1Xu0ocGvhy/aRk3DMrEwFiAfxE3jXB81RGJASjdMViVLd2YtIrppkMG07WYsPJWlycHY83rxjtHgMJffLsBcPw7AXD8Pvhyh7zlrt/OAQA+OKakRibFEwcsx5GRIAYpSsWQ67SYMJLm9CmNM1gv+3bgwCA0hWL3WHegCNCF0z72c4S5GZEuNkagrU0dvCZenuLGzGRZN95FUKGn2+/vr4AN0/x7KwaQk+OVsnQptBg6+l6zMwiyhXehr4sAQBkP/8vTr+40I3WEDyFK8cnITc9AmqWlzo2XhXh0FWCjtNl8pXUNOHWH47Zdc6zde24/os8Mu/1EoQMjdRQf6RG+IPlONz01YFe2178wW6z+5+/cBiC/YQYkxRqlSOMQCDYx+tLsvDI6gKTfbuXzXJriTmC5VC6YAgGvJqNtXy1qwTP9pLp/9c9UzAiIdhOC/vHp53zOcmhJttHK1vR0K40RKyIBcSZ0R2K0skWM121SkcmhNjdb5WRBAYAzH9ru9199seDs1Jx3zyS8WMN2UkhWDAsBseqWqHSsn3WsraGpZ/yDv+bp6TiKZKF5XBoCli+aAi+2VsKlYZFrcwx43bJh/yDw3/mDML9c0gGj70sGhmL1UfOoaZVgRqZ/fL1X+8pw9d7ygAA+56YTTLkHEhssB8mp4ViV3HPOuS/Ha7ChdnxSIvwJw/OHspF2Qm9BhU+/kcB3r18GIaKpQgg9WA9DqlIgBeWDMcDPx0x+/7Xu0sxOSMc6ZEBJGjMiegdhDT5jL2aoXEkCMnbiAjgA2OUGufUuyQ4lwCxAC2dGoxKDHG3KQQbuGNKEh5YdQoA8MKS4W62huBJJIVb/swXJWFx9ImpKGllceH7u2w+545HZ9p8LMF9zMqKNgmqkKs0+GhbMd7ZVNjncU//ccLwmgRlEAiuY+Pphh770p74p89j9i+fA4bmg7LEQoasK3kh9W1K1LUpenXMA3CJYx7wYee8Wsvif/+eAU0BRgGwGPviRsPrr28aT2SCeiGvpAmXf7zH3WbYRX27qv9GBBP2FDWiqL4dgRIBCmraEB/ihxmDI/H9vnK7+g3zF4ECcMmYBMcYSjChvk2JDSdrIBUKUNHEy/FdMzEJ3+21b9xCpUJIhAwWj4x1hJkDnm2n69Gh1ECji7q/YmwifjpgvjaZpQT7CbFweAwpGeJgPt9ZYtYxr+f6L/IAAD/fPgnjU8NcZRbBAhRqLUY+27uSSG2bCpd/fhgAWfjwRLaeruvVMQ8Az/zJL1w9e/5Qj6/V5s3UtfFz6B2F9W62hGAPDAmu8Dr0ATFE7tY7qWzhg2+5fkq1EDwT/fgBfDkrAsEYmUKN+388jNJGvvyI/jpXalhUt/L/O7OyoqDRaMByHPaUtFjUb256uEkNXyFD4+nzh5IgcB+Bpii0KzT9N9Tx5Y3jnGgNgUDozkvnD8b6Uz0d9H0x7qWNJtsbH5yOjCjfLkPoS7TIVT3G0By3fXMAn1w31un2+KxzvqFdiQ+2FvXYHyAWgOU4pEcGYDjJJuiVm7/a79LzvXDhMFw7KcVh/enriQ5E9hQ1orJZbjajzHihwNySwaO/HjXZrmrptNsxDwBNHfwi76J3dmDbIzOQHO5vd5++yI7CetS0KkzGztziTvc9X+0qNalrBcBuxzwANMvVANSY8+Y2kplthk6VFutP1kOhYRHgLzMsqHYfMk43Yo90u77sdcwDQGunGiv3V0AsoPHchSTDw1GEWxDsEBUoBstxOF3ThpQIKVHj8RAoCogOFqOiqbPPdtdMTMKJc60IkgjJ4pcHEeQntKhdbIgfTte0ITZEgiCJZccQLCchlP++J5nz3o1MoYY/yeTwKvRTyMrmTmhZDgyR1PQqogJEqGtX4UxtOyYFiN1tDsFKBEbX27JVx/De0mwIGNqNFhHs4XhVK4rq20FRfJ1gCv3fTymq61m++xRow4kabDndd9Di5oI6q+3cXdRosr367skYFE1KgPoC7UoNnvjtGP7MP9dnu/NHxeHdq7JdZBWBQDCmXdl78Iy/rnyo8Ro9RXWVM6EpYEpmJBJCSVCtN8CyHIob2tGh1GJ8ahjySpr6bB8qdU0SnM8+rccG+2He0GhsOFlr2LfqzknISSYZbpaw/dGZuPD9XShvkjul/8UjYw03s1CpEJfmJDrlPAONU9UyXPXpXnebQbCBg2XNuPbzPHebQbCCp/44jl8PVrrbDACmCjEE+1mSHY+EQBqXfnao1zZ1bUpc+Ql/vx0WF4Q19011lXmEPhALGOx4dBae/fMEvtpd2mu77/aWG4KY3l86hiiEeAhjkkKxf/mcfiOZb9fVoAeAklcWEYl7BxMfwjvnO9VanK1rJ5kAXsr57+7CgSfnuNsMghWESbuCjVbuL8fVE5LdaA3BWjKj/FHXrsJVn+4l6jxeyKS0rrKY607U4L8bzmDZwiw3WkSwlfo2Jc57d6e7zbCJEAsDVQmeSV/1i3tj/YkanK1rQ1pEAKlzTSC4mJJG80kdBS8sMJR7JvgGr60/jY+29UzkNsdH1+RgwfAYJ1vE47POeQB44/JRGGEkbfr9vnL8frgKGi0HtZaDSsvi8YVZiCOycT0I9Rdh00PTsa+4Cd/tLcO6EzUO7X/N0WqT7W90dZMB4JYpqXiS1CW3iayYQLxw4TAcrmgxpF5wAH4/XOVSO66blGzItvr9cBVaO9WG96a/vpXff1cuspNCzR0+IBmTFIInFw/ByXO6DHgKOF3ThhPnXKcCYTxuP+aVm9S7nPDyJgDA2vunYkgsUR0BgEfmD4ZWo4Zay0EgEGD1kb4jou0lUCLAxdnxoCgK9e1Kk/vot3vL8O3eMgyPD8IPt04kmaR2cLauDZ/vLAHFapGbFordfcjbD4oOgIblsHzREBdaSOgNjuPwQ145Tp6TWfQglRkVgMQwKaZkRLjAOkJ/NHeo8PamQnAchxtyU/oMrkgKk0LIULhmInFcOYOmjq55G0vkmb0WmULdfyOCR2H8zNSp0rrREoItlDf3rdpD8GxqZEqT7SA/n14u9WkiAkRYcfEI7CpqBMtx4DheMl4fy2mcHW88zVl73LHrnt2ZnRWFxDApaIpCYV0bdhR2SSkPiwvCdzdPQCgpV+fVJIVbr8im0rCY8+Z2AMADczJBUxSWjI63qS8CgWAdVa0Ks/s/2lYEhqLQJFeB4wANyxr8iVqWhZbjM7GTwqX4z5xBEAmI0o6nc+W4ROw62wCFWovCuvZe28UFS5BX0oTthfWYNzQaMwZHOdUun55tBkqEWHv/VCx8ewcA4LdDPR2UDAW8dSWRjzGHkKExJTMCnWqtw53zfTEiIdhl5/I1KIrCtZNScO2krn0sy6G4vh35la0us8M42KI3LvpgN7Y8PAOpEUTiHuDH7papaSb7KpvlmPLqFpfZYMm4LXx7B/KWz0ZUIJG4jw6S4LnFgwAAQUFBaFdqsPGU9VJ2ltKm0ODrfsboeJUMI5/dQLJ17ED/YNwf109KJqUEPIyi+nYs//24RW3/vncKhseT+YYn8dI/pyxSIxkaG4TVd08mD8BOxNhB6EcyBryW26el9d+I4FGca+1yDpIEAu8jUFdG4sG5g9xsCcEWVufXmmyTgHTvhaIoXDk+CVeOT7LquLySJlz+8R4nWQVs6kP2/sQ5GUoaO4hz3suZlRVtdi2G4zicqm4zlDxUalgo1FpsPlWHz3aWGNq9tbEQAPDmv2dcmrlJIAxUzhsehSf/OtNjv/5atITxKWGYmeVcBy7BflIi/PHXvVMAAOuOV+OO78wrpZ5rVeCLXfx9+Yd95U5fX/dp5zzAZxKnhEtR2thTnv2R+YNx85RUN1jlPVQ0ydGmUOOuGen4YKtl0g+28ttduRhDMqkdDk1T+OOeKVYfd7CsGTWtCjA0BUUnX8Pez88Pf+Sf66F8YAuzs6IQG0wcvH2RECq1+kugrLEDx6padTXzKEM9nLySJpNJv60sGR3nsror3sZn14+zqF2HUoPNBXUQMpRBipkC8PzfJ1HpgIyb1y4ZaXcfhL5ZMjoOjywgMpeeRruy/yzDlDA/3JybSBzzHojWgvockzPC8fqlo4hj3smE6xaGP7k2B4lhJGvH20gO84NcpcVD8wa72xSClQgYfl748kUjsGgEKbfibSSH+aG4QY57Z2W42xSCDZwzyp4jJXMGJuNTw+xehJfJZNCyHLYUt6FTrcWrawsgU/Re01jPtEGRZD3Uh6EoCkPjegb8jE8J63WdbnJGuLPNIhAGPDRFmdz3n/vrBL7cVWrx8QKawv7SJkzNjICAIWsU3sKcIdG4a0Y6fsgrR4u8b7U5hVrr1BIHPu+cB2DWMQ8AYgFN6kf0w9TXXJe129yhctm5CH1zrLIVl3y426nn2FRQhymvbsaBJ+c69TwDDX3ZAGex+sg5FDd04E8bAj4IPHd8d9BEws7RPLrqKOQqDW6YTILPbGHHozPx99FqvLquoNc2q4+cw+oj5/DaJSNx+bhEF1pH6IvRiSH46JocrD9R02s5l9KmTjz19xk89fcZ7F42i2QmehAvLBmOIbGBePmf3q+9XWcbkbtiM84bGYv3lo5xoXUDC40uUOKJ349h3jCSseNtlDXxgX4yhZqUufEyogPFAICX/zmFpROsy/gkuJ+1J+sBAFUtnUgIJYFN3oZxkOD6E7UkY5VgM1/trcTbW0utOmb7mXqkLFsDgJflJ+tkvo1ay+LpP47jx7wKk/00Bfz74HSkhvuT+vMEgot5+Jd8i5T8jNGwHD7YWoTzRsaZDcAheB6WquQ8umAwJqSGO9137PPOeXNlElfdmYuEUD9EB5GsXXNwHIdD5c1oU2gQ5i9Ckw1O8+PPzUeA2Of/vXyWYXFBeGT+YPx3w2kAQKgfv7DX1E80kbU0tKvAcRyJSncgn1ybgyd+P4aGdhUiAkQAKDS0K/s9zhqOurBEgi/y4pLhuPGr/Siu70BEgIivId/m2DGqc3B/A4nEMCnunJEOETR4Yd3ZPts+uuoolv12FBsfnI60yAAXWUjoiwXDYzB3aHSvznljcldsxsLhMXj3qmwS5ewBBIgFuG1aOiamheOC93b12fbvo9X4++ga/HDrBOSmR7jIwoGDUJe9mxJOSg95M/4i8izmbQjpLkUlgvexYEgE1p1qIOW/vJQlo2JwvJqf+88i8rQEG9hT1IgtJ6vwx9Ha/hv3wdA4ovDl66w7XtPDMQ8ALAfMfmMb9i+fg0hdwB6BQHAesk41Rr2yxqz/0FJEDI3dRQ0YEhtI/BseTItchYs/2I3iho5+214wKg53zXCNEpbPP7H/c7yn/Pbusw24d3amG6zxDn7Mq8ATvx+zq4/hz6y3qn3BCwuIioEHQdMUGJoyfDk52ilvjFrLQSQgX16OIjxAjIZ2PqBG/5vgWYRIRSiu5ycDzhqjU9Uyp/RL6AnLAadr2ohz3oNgaApChoJa2/8T1trjNVBrOQjIFMRjUGpYi9vuLWokznkn4C/iLwhLHlwJnkuHSkMy570M/d2vTdm/BDLB81h3ilfGOljWjEnpRI7Y24gO7CrdtubYOVyUneBGawjeRnF9O676dK9D+vrmpvEO6YfgeWhZDmoti7TIvgNgC2pkiAyMdJFVBMLA5UhVm12OeQBQaVm8uOYUrpuUQvwbHkytTGnx+oa/CxOOfd45f67FtH7vmvumYEgMkZnoiyXZcThY1oy6NgUoigIFYNuZeqeeM+updX2+HxsswciEYIxMCMEd09PBEHmfXtlSUIcbv9oPAJAIaQhpGgKGgpChdT8UBAwNAU1BJKBBURRYloOW5cByXb/bnbAo9NJFwzErKwocB7Ach2A/Iakba8QfR6pw/8ojoClALGAgYCiI9OMm0I0hzb9maBqcbry0LAeOA7QcB43WcqeGpbxzVTbGpfD1z7QsR2rO62hoV+KhX05gW2ETRAwNsYCGWEhDLGAgEtAQMbTh/9v4+tLaO/PrBkUBOx+bBYaiDOeIDSYZO/YyLC7Q4rZ3fn8IADAkNggrb52IYClxhrib6yel9Fq/rztDnubnIM9fOAzXTUpxolUES0gKk1qs3PTO5rN4Z/NZ+IsY/HnvFKSTIBmHoP/uaupQQaNlibKEl5ERKcXZejk2nKjFpTnEueRNqI3m8aQsgfdxZU4sVh6sxh9Hqohz3gsxzlL9z0/5kKu0uHpCshstIjgKjuNw8Ye7cbi8xabjRQy/pkZTFCiKDwSmKQo0BfiJGPiLBHY5dzY+ON2wrpMYRkpueRoKtRaPrTqKvJImALy6jT47luNYUBS/PkdRXco3NE1BImBw0oakiY+vzcHUTOKYJxBcQUyQ5QoVl4xJwNIJSdAnx+vvBQKaQmywhPg3PBCW5fDAT0fwZ/45q46bPsh1CSA+75xv6ujK+P3trlwMI/JA/SIVCfDG5aN67L/3x8P4y8p/ZkdR3apAdasC60/UYubgKFLHow8+3l5keK1Qs1DA8c7avhDqHMoMTUGm6HLwxwVLcMmYBKKQ0Af/+/cMAD4Tt1OtBZwnWNAD/bjRNIU2o3HLiArAwuExEJKF+R4cKG3GtkL+AU2lZaHSsnCWmjxDUxALeGd/Szcli9cvHYV4Ujfb4QyNCcCft+fg6q/yLc5gO1UtQ7NcRZzzHsDyxUOQFhlglRLQX/nniHPeA4gOkmDzQ9Nx38oj2G5hcGiHSovyRjlxzjuIMYldz0trjlXjwtHxbrSGYC2Lh0Xh7a2lePiXfOKc9zJijRYIn/jtGN5bOsaN1hCsZcHQSKw8WI2V+ytw4+RUDI6xPNCT4H6GRPvjkjEJWHWIrze7/PfjmJgWTuYWPoKtjnlA/6zvOFuMOW9kLFo7VchJDnPOCQh2U9rYgT+OOHYtPCHUD5XNfDLhg3MH4aLseMQESyCgKSKLTSC4kN4SAiICxAA4DI4JxIj4EIT7i3Dj5BQStO5laFjOasf8ytsmYmKa64Jsfd45f+JcV23kMUmhbrTE+2m2ofa8o5k5OJI45vvh25snoK5NieYOFTqUGlzxiWOktSxFreWg1vZ8cjnXqkDWU+tw3shYBEoEeGLREASSbBATNvxnOuraFGjqUKG+TYmbvz7gsnP3Nm5n69qRuXwtzhsZi3B/EZYtHAI/EQmwAPja1lvum4DaNiVWHq7Dagc/sBmjZTnIVVrIzawKPPxLPjadqgVNU8hND8fS8Unkgc4B7C5uxh0rj/fbbuOD0yAWMIgIEJNrw4NIffyffttcPSEJN09JRYBEgHB/MVHl8RAqmuSY+tqWftv9dNtExARLEOYvQoBYQO57DmR/WYvh9eQMUjbA2/hmX6W7TSDYSL1RuaOpmeTa8zY+291VPzgzijh0vY0D5a0GxzwAhEqFSA6TutEigqOgKAqlKxYD4LPoOQ4oqm9HZXOnkXokcMd3B11u299Hq/H30WosGR2H2BA/MLqMfFAUFo2IQRZRfnU7WTFBOPL0XMhVWrAcB42W4wM2NCyaW9ug0rIQiP2g0vD7VFotFGoWbQo12hQayDr532fq2nC8is+k1zvmAeDNf8/gzX/PGP5HCQSC6yioNS9z3tDOZ141nG3Ee1eNQag/UZD1RkQCGqUrFkOlYdHQroRcpcU9PxxCQU1br8dc+cle3Dc7Ew/OHeQSG33aOb/hRA12FDYYthVqLcnatYN3rsrGjV/tR35Fi9ts2HK6HinL1mDdA1PJJLUbH24twqvrCtxtRr/8fbQaAJAYJsVdMzLcbI1n8PnOErzw90l3m9En+nEbHBOEpROS3GyN+/l4WxFeWes519va4zUAgDVHqzF3SDSigoisvb2cqeu/FlGIVIiMKJIV5a1MHxSJNJIN5XF0qCxTqshJDiWR607CWJl17Isb8dDcQbh3dqbb7CFYh8ZoAFOWrcHGB6eR7yovQct2Dd5jq47hsVXHkPfEbDKv8xJooyCxtCf4IMH8Z+Yh2I8EpHsDx6vbTbab5WpkLF8LAHhk/mDcPZOsXXgjKcvWuNsEizAX6P/OpkLisPUQQqQihJiJ1ZEF8vf9oKCe69Msy0Gh0WLh2ztQ1ijvs/93rsp2iJ0EAsE6ogJ7d7pfMiYBMwZHEse8DyAS0IjTKc5OyYjo0zkPANvP1BPnvCOI6ybz29qpJs55GyhvlGPa6/1nMLkSPzKOAICT52S498dDUKhZVLV09n+Ag1lx8Qj4iwXgwEcg69G/5MBHJetrcwF81LJYQGPukGiX2+tJ1MkUeOCnIyhrlLt87J5YlIWYYP7+KJfLwQGQ+vmZjBsAUOgaNwAIlAgwc3CUS231NM7WtePBn4/gaGVr/43t4O0rR/fYZ1zHjgPXY3woikJ6pD9ZwHUQN0xMwKXZMSiVsVj66T6zbVrkaqQsWwOK4sdnamYEPr1uLJlreAAlryxCfZsSz/19Emt0wUXdue3bgxDQFDQ6Z8j/rhiFi7KJBLS7yYoJQsELC1Dfpuwzgz5j+VrQFF8KJi3SH9/ePIGU+HAQqeGmq485KUR9zJsQGqmAxARJEBlA5gXegnHNawDIiglEEHHseg3xwabjNzkjnKxbeBGXZ8fgf5tLzL43PpVIjns6LMthxboCrDpYCYamDHXhPZ0nFmWB5QBWl9HPZ/HzmfyLR8S62zyClViqAGYMCcAgENwHY+Z74rpJyXjugmFEmc8H4DgOL/x9Cl/s4ud3xut/5nhy8RBcMibBpQEZPu2cD5SY/nkTXt4EgCy+WotQ4Hk3o+mvb8WjCwYD6HIg6q2kKEChUIKiAIlYYnBeVTZ3oqi+HRwHBIgFSA6XggM/ieedy13OZD33z8706Aipj7cXoai+/+xOZ7HsN8tr+QLArmWzyMK5jjXHqrG7qNEt5375H+syvg88OUdXb4fw3d4ypzvmAeD+lUcsbvufOYNw/xyS0egoKpvlmPKqdQ/U+u+NHYUN2FxQh0VkIcVtfLOnFE//ccLi9sYT8//8lE/mh26EZTlDpqHFx+iGr7i+A2/9ewavXzbKCZYNPGSdapPtiamuq7lGsJ9gPwGa5PwYTh8UiWApce56C92fuldcMpIE/HkR3Zf6PromByIBUXjxFmQK88o9N01OxbgU4pz3dDrVWnyyvdjdZliFv4jBktHxiAwUEyeQj7D1dJ1V7bNiiLIRgeBOmuXqHvu+2VOGb/aUAQASQv3w73+mkxKWXkpDu8rgmAfQp2MeAF5ccwovrjll2P7h1gnITXduqTGfds4/+HO+2f0s62JDvJzYYD+UrliMZ/88ga92l7rbHAOvrTvt9HN0qrR49dKRTj+Prfz3slF4YM4gcBwHhZrF+e/tNJFD9DSEDHng0HNDbgpmZ0VDy3FQqLU4713PHTshTRaV9Dy5eAhuyE1BjUyBKz/Z625zAABBfj79Ve5yAsQChEqFZifplpAS7u9giwjWkBph++dPgsfcC0Xx6hPGJamsYVbWwFZ2cSY0TeZv3kRrZ5eDae7Qga1U5e2MSgh2twkEKyhv6lJDm5gWhkAJCYzxJnpzjt5Pyrp4Bf5iAQpeWACZQg2WBTQsi+f/OokNJ2vdbVqvdKi0GP/yJtwyJRVPnjfU3eYQbCSvtAVlskYESQT4K9+8Yltv9CetTCAQnEtyeN9rQJXNndCwLADinPdG7PVDRQU6X4HOp1f0752VgRu+3G/Yvm1aGp5YNMSNFnk3z14wDM9eMMyqY37eX4FHVx11kkWO5cnF/P8GRVGgKYChKVyWk+hmq/pGyNAGRwTLchgaG4RjVc7P6gWA7KQQXm1AlzL6yPwsTMl0bjSRL0FRFJJ0srGuHDvDuAEAx+H2yQmYkh5mtkYWoScChkZKhD8CJQKIGBoqreOjvcanhgE6abvM6EA8fd5QEqXpQkKkIhx+el6/9QmDJAL8eNtEDIsjC+eexNTMSHx0zRjc8d2hPtvNGRKNd6/KJteWB0FRFL69eQLGvPAvmjpUfbZ9b2k2zhsZ5yLLBh7RQV1qOY8tyHKjJQRbmD04HL8crgEAMjf3MphugTAkk9K7WDw8CrtLWgAAj5J7p9cREyTGkNggnKqWGfate2AqUR/xIiRCxkRtZGRCsMc655PCpFBrWXAccNlYz153JJiy+2wDln5mvuxdbywcHgM/IQOpmEFMkATRQRK0KTS4YhwZewLBnUxKDcXF2fH47XCVyf6tD89Aih2JHwTPIEQq6lE6pFamwLWf78OZ2vY+j93x6Ewkhkn7bOMIfNo5PzTO1Nl0z6wMN1ni+3C6+kic8TaAJdnxuGB0HJa8v8vjIwKnZEYgK8Z7HZQ0TeGve6cYtvtzLNnL4fIWk+1rPt+Hb24aj2mDIp16Xl/EeOzqZAqM15XgcAbdx+2un1rxwRXDsCjbe//33UF4gBhnXlqIyromTHlzj0P7zitpMrw+UNaM7WfqsWvZLIeeg9A/t01OxCe7Knp9X6bQYNXBKuKc90AmpfXvjNp4qhaVzXJkRhMpQU/jvaXZWPpp3wteT/9xgjjnnYiI6VLMqZUp3GgJwRbalVrD6/o2pUsWFQiOgTOqrxZKHIJeh/G1d7C0GWOSQt1oDcEWul93C97agQ+vHoOFpGSVV3LPrEzcM4tXPiisbcPc/213s0VdlDfJDa/nv7WdrKV5ICUNHXh9fQEYmgZNAceqWhEZIMZxG5Jq1h6vwYqLR+DK8UlOsJRAINjDskVZPZzzM/67Ff/+ZxpZL/JB9pc29euYHxIbhOgg52fNAz7unO8uPRBEZMUcxoYTNbjt24PuNsOhCHxMsvPk8/Mx9On1Lj1n92wPgvVEBUnwyx2TcNlHjnX49gUZN9sJkgjw9MIMPL/2rNPOISa1Kt3CrZOTsKekBcfO9R5YNnsIkdH2RIKlQvx5z2Rc8N6uPttlRAW4yCKCNeSmR+CG3JQ+SynNH0akup2JcbLu9sJ69xlCsIm0iC5nfF2bgjjnvRRby+sQ3Ee4f9d608ZTtbh1WpobrSHYQkJoT3nbO78/hBPPzYe/2KeXT32ezOhAnHlxIZQaLdRaDue/uxNVLZ39H+giPLXE4UDmid+OYU9xo8m+4voOm/vLiiUJMQSCJxLsZ95fWNemJM55H2RqZt+BcFIRg69uHAeRi9bifX52eeK5+Rj2DO+gXH+iBvOHxbjZIu/lbF075ry5zd1mOI05b25H3hOzEeWiyBhnIxUJsPruyVjyft/OCXtZODwG716VDQFDHIiOYlxKGN69Khv3/njYaeeYMTgSH1+bA6Xc9ocLAs/Fo2OQXy3HH0fOObTflbdNxMS0cIf2SbCch3471adjHuCj6ZPCpJAIGQT58aUOiASt+1FqtP065gF+/MRCBoESAaRCBgxNkfHzAL7eXdqnYx4ANFoOZY0dEAsYhEiFEDE0qYvuQIRGc7qXloxwoyUEW5AIu8aPZO56F8bfQUPIIr7XYXzv/N8Vo91nCMFmQqUik+3nLxyGMUmhxDHvI4gEtGGxfdeyWThb14Y/j5zDkcpWbD/j3mDE2BDfWIf0JT69fiy2na6HhmXx5a5SHKlosbmvv++dguHxRHGPQPBERL34M7rPCQjeCcdxUGs5tCs16FBqUNYo77O9XKXFhJc39ZDDdxY+P8P8dm+Z4fXe4kbinLeDs3WeLUtvL1IRg9VHqhDmL8bF2fFev8jbKlc73TEP8PJMSg1LnPMO5OQ5mVMd8wCw9XQ9OpRa3/8ScAFbzjQ63DEPADsLG4hz3k0o1FoUN/Q9YQOAJ1cf7/P9QIkAx56d7yizCBZS3WKZDPesN/oOOPzfFaNwUXaCI0wiWAjLcjjX2n8W0y8HK/HLwco+2xx5ei5CyAO1Tfx1rKs+60M/H8Ga+6Yi1J98lt7CG5tKDK9/OViJy0ktW6+h1Gix6FS1DAfLmpCTHOZGiwjW8Obmrmtvzpvb8Oc9k5ERRTKuvIWVB87h4+3FJvvyK1px9YRkN1lEsJV2pQbDn3GtiqS9HC5v8eoym76GluUc+j+07ngNcc4TCB7K5ztLzO4/VN7co2Q2wfN5avVxE3+wrTS0KxERIHaARX3j836ZOUOisWJtAQDgy12luH92Jlmos5EFw2Px7PlD8UNeObQsB5bjs858BblKi5f/4f9XHv4lHwAwd2g0Pr1urDvNshq1lsWJczLIVRqXnXNYP5PW/142CpfmEAdHfyg1WpyqbkNZo2uuqzEv/Nvn+x9dMwYLhpP6en1R0dyJgpq+a9XYyntbzuK9Lb3L5Y9KCMa3t0wgJVucwPTXt6BWprS7nwtGkZrYrqamVYEZ/93qkL4yIsmCuqt5/u+T/WbNW8KI+GBIhIz9Bg1QMqP8Da/PtSrQ2KEkznkvIjc1BLtLWgAAq4hz3qvoLquZX9FKnPNexKxB4fhyLx84JldpUVjbTpzzXkRSWE9J+1WHKvHSRcPB0GRO4U0IGQpZMYEoqPGeBKPHfzuGx387ZtgemxyKL24cR5713QQFYPGIWKw5Vu2Q/t7bchZf7ylFm6L3ddrvbp6AKZkRDjkfgUCwHHO+ra0Pz0BKhL+Z1gRPZ2xKqEOc82Nf3OiS7Hmfd85nRAVgamYEdhQ2AAByV2xGWqQ/Hpo3GONTwog8lQWoNCze3nQGVc2dWO2E7FBPJjfd+7JWn1p9HCv3V7jbDBO+21tGnPMWcPf3h7DxVJ27zTDw26Eq4pzvgwOlTbj0owNuO39+ZStqWhXkgd1B1Lcp8cHWsxgRHwy5Sttn26yYQKx7YJqLLCP0B8ty2HamHgfLmi2qI//2pUNx4dhUF1hGsIROlRYfbitCdJAY9W39B8W4Sl5sIKNQs4bXMwZHEueSl2GsZvXNzePdaAnBWrrPP26aQr6rvAnjitHvLc3GwhHkOcqbMFfZaFJaOAn280LEAqbXZzX+GX6Piy2yngNlzahokmNYHMm2dgc0TeH9q8fg/X7ayWQyqLUs1p5uRWunGrHBEjA0BaWGhVKthVLDYvWRKggZGofLW/rs65rP9+Gve6ZgRAIZcwLBlSweGYvv95Wb7Oue8JEVE4if75hE1l+9gAtHx+PC0fH9tnvz3zN4Z1Nhn23+OFKFw+UtuGp8EgZFBzilDKbPe6ZVGhajE0MMznm5SovjVTLc+OV+AEDJK4tIfdFu1MoUuP6LPFS3KqDUaE0W6LyNX+6YhHEpAyvb4O6ZGSioaYNSw4JlObAcBy3HgWU5aFgOGi0HtZaFSstCrWWh1nLQslz/HdvBkYoWpCxbg3lDo/GJlykRuJJH5mehVqaEWsuC4wAtx4+N/scwZhp+3FRa516bG07WImXZGlw1PgmvXExqznZneHwwrh0fj93FzWBBQaXRX1Nd46MfS2cx73/bAQC/3jEJYwfYvc6R/Jl/DvdZWEoi3F/kdYoqvs7sN7dZrORz3fh4TM0g14qncLqmDfPf2m5x+x9uneBEawh6gv26HhEfmDPIjZYQbEGjm9dHB4khoEnZKW8izL9rwe+1S0e60RKCLYiZrnWlobFEBtXbiAnsKV36wpJhbrCE4ExGJARj6YQknDgnAzgOFEWBA1+TluU4sCz43xyvFsrq1tL0rzmu630tC2hZll9jY1mHrJ2+cdkoXDA6DgxFeX2pzYGCkKFxzcTey1/cMjUNAPDz/go8uupon32d/95OEohMILiQZrka3+8rx4TUMOwraeq1XUFNG/49UYu0SH8wNAWa4n/413yAn1rL+1wyogLgJyKBfZ7OzVNScbi82eAzNsf9K48AAL7aXYrbp6fh8YVDHG6HzzvnBz251mR7SGwQOpQaKDVa3D0zgzjmzbDxVK1L5J/eumI0lmT3H8liCzKZDAAQFDTwHooTw6RYffdkNHeocN/Kw2hoV8FfQEMkoCEW0BAxNNQsB6mQQVyIHxiajwqlKQoMRfUpo20vemevnvnDovHxtcTJpWdwTCD+uncKSho6cPf3hyCgKIgFNMQCBiLdGDZ1qDAiPhgCmp8EUBQFhgbe31LkNLt+zCvHj3ldUYTXTkzGC0uGO+183oJEyOCROWk4U9eB5X8VIkQqhIihIRYy/LWmu+bEAn67oV2Jv486RhatO92j/z+7bizmDI12yrl8kfEpYYgNlqC6tf9a5Y0dKkx9bQsp++BB3D87Ew/8dMSitt/kVeGbvCrkPzOvh3wwwfUkhvlh+qBIbDtTb1H7pZ/uwzUTk/DiEhIw5kzWn+waj7RIIufnbewubgYAXDcpBWRd37uobO6ahwyKJooV3sZa3b3zhtwUJIeTe6e3sfporcn2zMGR8BP5/JLpgKNTpUVxfTvqZAowujUVvSOcpmBwuAgZ2rCPoSica+nEOd2z4qIRMQj2Exm1ByiKckhppod+ycdDujKbAF+q9bPryZqZJ8FxnCEZo1muhkrLokUth0rLZ8orNSxURj+daq3hZ9nCLKw+XNXnmvtP+8txxbgkF/5FBMLA5ff8GqyxcJ3W+N7cF8Pjg/D3vVPtMYvgZM7UthmS3Szl/JHOKVs6oGaaf987BcPjiTxMf1w9IRnzh8WAoSgsfHsHamT9Oyts4YGfjli8mO5MBDSFHY/NRGxwzxpj3sz2wvo+o388gaqWTneb4JGszCvHyWpZr+8fLGt2oTU9qXXSPcFb+XJPBU7XelY9uzal2t0meBUxwRLseXw21h2vwR3fHbTomPtWHsGZF4lz3hNYkh2PC0bFYeHbOyy+Fo9WtmBqZqSTLSP0h1QkwNc3jceJc61Y/M5Oi475bm85cc47mRmDwvH5Hr5u8shnN2DLwzOQSmrueQ0XjYrG7/m1eH39aewpasR3txDFCW/BWLViyfu78PaVoy2SZSR4BpePicV/N5Xgq92l+Gp3KW7ITcGzF5DMa28hNy0UX+6tNGxvOV2PySs24/SLCyAWkAw4X+FQeTP2FveeHWkJ/xyrcZA1/bOvuNFl5yL0z//+PYO3+5FBtpfEMKlT+ycQCF2MjLcsqVNAUxAwFAQ0DYamIGT44C4BTUOgey2k+SStZQuznGw1wV6+2Flicds7pqc7dUx93jl/4+QUfLmLfzAijnnLiQjgJb32PjEbAJD2+Bo4WfncbWhYDnUypc855yPNyLK5i6UTkvDyRWQh3VISPGQyfuvUVCxfPNTdZng8w+MCseaEZVmfjubgk3MQHuA517q3s2B4DEpXLEarXI1Rz2/os61Kw+LpP47j+QuJioQnQNMU1v+Hry352Y5ivLjmVJ/tr/08D1/eMA4zs6JcYR6hH4bFBRskHFMfX9NvOZC5b27D3/dNIYvlTkLQLd26+zbBszFWhutUa/toSfA0pCIGApoylCYgZQm8C7XW9MtLSiRNvYoh0f6gKPSYgzyw8gjeuHwUpCSL3qv5eFsRXllb4G4z+uW3u3IxJinU3WYQemHaoAh8uLXI4SUmFw6PwYfX5Di0TwKB0Df/FjTgod9M140+uHoMFgyLIWVFfJgf9pVj5f6KftutvG0iJqaFO90en59drjrIR76OII55u5g5OAqbCurcbYZDOP3iAtAUBYFOEtxX2X3W9ghbiuLrJokYPupLQPGOD0a3QMRyfP16ra6mvV4GjNHVW9FHkAl1x9+mq7FEsIzv95bZfKyQ6frchQwNga5kAQCotLysFstxBvk2ChxomoKQYXRRgPzxUhGD63NTHPQX+TY/HjhnVXuxvsSETu5eyPDXD8cBSrUWCg1rkMZjdDJ5jFGEJkPxEZsLhsUgVCpy0l81sAmWCvHyBYPxx9Fa1LfzKgTFZmqaf7OnDM9dMMynv0u8kavGJ6G8SY68kiZoWA5n69rNtrvxq/2kpp8H8usdk/D+liKUNnYAnPlrr7CuHYW17STw1kkkhkhMtz0kaJBgGbMHh+O3I3xWX1yIbwUf+zr+IgZCpss5PznD+QtCBMeRmxaKt7eWGrYfXUAyp7yJQIkA109K6SFNvvZ4DW6ekoqxKWHuMYzgEL7fV95/IwfgL2IgYiiIhQIoNFoo1Sw0LAsNy/UbfAoAkSTw3qPJSQ7DmZcWGrZ3FVTh6q+OWN1PWoQ/Lh+XiPgQP0iEDHLTyfc9geBqRsYHIipQhLo2lWHf4JhA4pj3cZ74/Viv72VGBUAqFmDukCiMc9G8z6ed80X17ZApNAD4uhCX5CS42SLPpb5Nif2lTbjr+0PuNsVi3rhslOE1Rel+wN9AOxWdoABIpVLob6k0RWFEfPCAybJ6eP5g3Dc7Ezd+lYddVjrqOQ6G+khQ2m/LjP9uNdk+/tx8BIh9+vZjF+semIaaVgVmv7EVHSrrMp7UWg5qrRZyK48zx5RXt5hsF728CAyZpPTg7zvHYVtJO+798bBF7fV1yACNXec9cU6GN/49Y9h+bEEW7pyRblefBECh1iLrqXUWtf3hlgnEMe9hbDhRg9u+7b80QWywBBsfnO4CiwjWcP67O3GsqrXfdssWZhHHvBOpNVqguGlyqhstIdjCrqKu8kdPLh7iRksI1tKpZtGp7srGC/YTutEagrUcqewqS/b+0jFutIRgC5UtCrM1w3c8OpMEqfkA2x+daXY/x3FgORgST1iOw2OrjuGvfOsC8PV0qLToAIBOy5/1v75pPKYPIuW2vJERcYE4+sRUBAUFQaHWorC2HXf/cAjlTfI+jytu6MCKtQV4+8rRmDs02kXWEggEY6IDxdh47wQ8v74Ev+qSe2e/sQ3XTEzC3TMzEOIngh9RQfI5tj0yA9Nf32r2vUJdYk9+RQv+u+EMNj44HRlRAU61x2e9Y7UyBWa/sc2w/el1Y91ojWfz5a4SPPfXSbfa8PjCLFyUHc9nitJ8piity/hlKAoUBd1+yiLnoEzGPxgHBVlWO8RXEQlofH/LRDR3qJD9wr/uNgcA7xAh/t3+iQmW4MTzC/DDvvI+o7pcRVZMIJ9xDzJ45jh/VBxigiW47KM9brMhREoWcB2BgKYwd2g0/j1Z22e7ZQuzkBkd6CKrCJaSFmnZxPntK7PhJyQPWp7GwhEx/Trnc5JDsWBYjIssGpgY173+YlcJnj6flLjxJooauhaE80qacP6oODdaQ7AGkcBUxr5ZrkaYP1FJ8haa5GrD600FtVg8MtaN1hCsRciYLyPx7uZCvHbpKLPvEbwfiqLwd34V9pU0GVTrQl38XN2p0qJOpgDAqx2qtRxSwqUkCNzLkAgZjEgIxqo7czHupY0WHTMtkwRlEAju5nRNm8n2d3vL8d3eLrUVfxED/14SDCemheO1S0dCQtaWvIaoQAk+vW4sbv3mQJ/tEsP8EBHg/Ocwn3XOT3h5k8m2rFPdS0vC3KHROFzegs0FdWhX2pfJqefJxUOQHhkA/VySovicdn0Nr21n6kFTvExmuL8Yi0bEkImnEwn1F2HNfVNwuqYNWp2cFstxWPab652+1a0KDH16vcm+p88bipumkMwsc1w1PhERASLIFBqwHAeO49DYocJr60671I6CmjZkLl9rsu/1S0fisrGJLrXDkxmXEobf78pFeZMcai0HpUaL5b8fd9n5H//tGB7vdk1/cMUwTEknEozWIGBofHrdWMhkMuwsasJdP50w227F2gKsWFtAZNE9jIyoAJSuWAyFWot7fjiMjafMB1lc/vEe3D87E/+ZO8jFFhL64q4ZGbhrRgZKGjows5vqjp6DZc2Y8d+t2PnYTCSEkkw2Z3CiuqsURDyRRfc69pW2GF4TxSPv4lyLwmRbqbFfCYvgOj7e2bWQm50Y4j5DCDbx9b5Ks/tdUW+U4D4a2pW4f+URt9pwx3c9Vb9unZqK5YtJcKQ3wlpSv0DH1Ne2GNbhX71kBC7LSSSS2gSCi/n1zkk416Lodf2hQ6XtVdX2z/xzuHdWBknc8SKu/zIPeSVNvb7/yPzBuHN6usvuxT7pnFdrWbywZDieWt3lFHnol3wsHBEDqcgn/2S7SAiV4p2rsgEAGi2LHYUNeG/LWRwsa+7nyN55cc0p3DMzAw/PH2z2/WlEssnlDIsLxrA4UwnYy8YmYvXhKrR0qg3BE7ROqeDznSUoa+xbislRbDldhwCJAJeOSSAT0W5QFIV5ZjIEpw+KNHyZULp2FAUcKmvG6iO2SbBZy6ZTdRAyNC4cHUeCa3RkJ4UiOynUsD0lIwKbC+oAdI1Ts1yFtzYWusSeTacb0SxXY2luIBkjC9FoWTzz5wmL6hJeMCoO645XQySgMX1QFHGCeAAVTXJc+/k+lFrw/RURKMa649VIifBHVszAVtrxFL7bW4YnV/cf1DQqIRjHKltxvKoVUzMje41kJ9iGkOm6l+1aNsuNlhDsYfND0y1WEyF4BsYqSCT4z/sQMhTUWg4/3TYRE4hD1+uYPyQS3+/nn6Nvm5aGJxaRsiADgYgAMX67KxcnzsnA6qTtjddXAP45HkbP0pTR5pe7SnG2rh32EigWQCykIWJoSEQMlk5ItrtPgnuIDpIYvsM5jsPZunbUtynR2qlGS6carZ1qrDpYCbGQxvGqrnIoj606hsdWHcMPt0xAbkaEu8wnEAYcYgGDU9WyPtt8eeM4ZEQGQMDwqs76GBw/EUPKUHkJ+4ob0SxXYWJaeJ/O+dfXn8br609jckY4PrwmB0ES546vT65kPbX6OFbur+ixv6KpE4NjSCRLX6i0LJ7/+yRKGjrs7ouhKaw6WMnL0euk6nmJ+i7p+kHRgaR+lxthaAqX5CSY7GtsV+L4ORlun5buMjn1HYUN2FHYgENlzVhxyUiXnNPb6R5sodGyyCtpQmSAGH/mnwNrebCuzaw7UYN1J2pQ1dKJu2dmOP+EXkhyuD9uNKrXW9LQgdLGDqRF+KPYAffZ/lh1pAarjtSgVU3hrhlkjCyhQ6W1yDEP8FGyf+rqET44dxDum53pTNMIFrCnqNEixzwAkyDOvY/PRkywxFlmESzk2T/NK1V0J7+yFXd+fwgAkJsejh9unehMswYcai0/iQiS+OSj4oCByKF7H/JesnII3sHw2EAcrpSR+YSXUitTGl7PGEySSQYSY5JCMcYowN4aHKWUt2xRFq4mDnmfg6IoZEYH9siqvWN6uuF1YW0b5v5vu2F76Wf78MsdkzAuhSggEgiuordEm4gAMQ48OcfF1hAczZaCOtz41X6rjtl1thHF9R0Y7WQ1LJ9ccbl9ejqK6tuxv9Q083v+W9vx2IIs3DkjvZcjCSoN6xDHPAC8vcmyzNDClxb2Wt+L4HpyXrSsNpIjuDg7HjRNgaEoMAyFp88jsl228uKaU/hqd6lLzmU8bn4iBrdPS3PJeb2diiZ5rzJJjiQtwh+jk0LAUBQ0GjUkAhq3TSVjZCnBfkKcfWkhTpTX4cKPe0oMdmd8ahgSQvxwfW6K840j9Mvl4xJx/qg4/JlfhcdW9R9gNndoNKZmRiA6SOwC6wj9cebFhZAp1Jj9xjY0dqj6bJse6Y/0yAAsW5jlIusGDmJd3WuZwjHlrgjuYV9JE+abUV8ieC4BYlKv0ps5do6vWXqmth3J4f5utoZgLTHBXXPBj7cVY1JaOFEeI/RL8cuLoGZZPPzLUfyVb7uC4czBUQ60iuAtVLd2mjjm9SSRJDYCwWXIFGrc/m3Ptb/YYAl+vn2SGywiOJopmRG4fVoaiurbsfFUXb/tf7hlAnJSQiEWOP/ZzCed86kR/vjx1om4f+URrDlWbfLeq+sKiHO+D0KkIhMJvZRla2zuKyHUz1DbnP/hJX1Yjs/y5QCcNzIO+RUtAPSyUEZSUTqJ9ZHxwUTq3IV8fv1YfLW7lJfxAkBTgFarBU0BIqEQNEWB1sVScByw9niNxX2/eskIXDEuyTmGD3DumJ6OssYOaFiOHyNDiQLj1/x1Ze24fXRNDhYMJ4u79pIQ6odHFwzGnqJGw3jox0o/ThQowxitO2H5GB1/bj4CzMg6y2S8NJOABEBZzLd7SvHUH5Zl7wJAXkkT8gD8drgKf987BcPjg/s9huAcamUKLP/9mEWTbT3/nqzFvydr8fG2YiLf7WY2narFI78eRVM/Tnk9RfUdKKrvwIaTtfjg6jFYNCLWyRYOHPxF/ENoVCAJWvFGwv2FaOxQQ+sKGSWCQ2GNxkyh1kIiJM56byInKRj7SlvQ1KHsvzHB40gM6VI82HamHi//c4rU/Cb0C01TENMMnlrMl0FQq1SgKAprT9ZbdHz+0/MQLCWSyL4Mx3GQq7RoV2rQptCgTaHGPT8cRlVLZ6/H7C9twnkj41xoJYEwcOF6eWSqblVg6mtbkJMcilV35rrWKILDaGxXWp2IuvSzfQCAm6ek4tEFg53qpPdJ5zwAlDZ29HDMA8AlYxLAcRyJgLUAmUJt1/GVzb1PNPT8mFeOH/P6lg8m9b5cxw/7yp0qZc/QxEHoDLrLYDkarreZCsEqXl13Gh9tK3JK32SMHAPHcfjvhjM2H09UYNxLcX2HVY55Y0idMPez5li1xY757ugzvQmOIciPf0SsayMOJm+ksYN/hjMXtEfwbKRGY9abvCbBc6luVQAAVFoyL/dGus8FRyfaJnNOGBjIVRrM+u821MgUdvUz6vkNAIDB0YFY/59pjjCN4EH8erASD/+Sb1Hbi8fE47pJKYgLliAqiJRHIRBcxctrTvX5flyIn4ssITgDe56pPt9ZgjumpyMykDjnrSYjKhC7ls1CWWMHln66z7B/1aFKrDpUadJ25uBIfHnjeFeb6JFUt3ZCo3uYPHFO5jY7RieGgAMgoClcN4nUXXIVx6panNr/w7/k48/8c/jmJnK9ORJnL57f+f0hXD0hCS9dNMKp5/F19hQ3Oq3vEc9uwLoHpiIrJshp5xgIUBSF/GfmobJZjimvbrH4uBeWDEdmVABaO9VQarQukT4i9GRSejhKXlmEl/85hU93lFh0jFTE4ONrcyBiaJypbcOgbvUACa7jzctH45WLR2DCy5vQIrcsQPSemRmYnBEBmgKaO1QIJTW2HUJju21BEgTPgiWBe14HY7R2pGU5kMR570J/xUlIwJhXcrKm3WQ7OZzIShN6R63h7HbMG3O6tg13fHsQH12b47A+Ca6lokmOqa9Zvoag5+xLC4nSIYHgRu6ZlYGfDlT0+v7e4kYcLGsGoyvvStO8w5cCBZbjoGV5xWiJkCHrSR4Gx3EoaejAT7dNRGOHCnd9f8jiY7+5aTymDYp0onU8PuucL65vx6w3tlnUdstpy+SGfJktp+tw45f73W2GgVEJwbysOgV8sbOUl+WmKUiEDJaOT4JIQJtKQXeT7lZrWdAURVQSLKCxXYldRY2gKeDHvN6/jBzF9jPkenMEHMdh25l6tCk0+HZPmdPP9/2+cuKctwGO47CjsAEyhdpQwsNZrDteQ5zzNlIrU+CtjYXQsiyUGha1MgVGxQeiQ6XF2Xp5v8c/tfq44fWsrCh8ccM4Z5pL6MZf+eewu6gBai2H1k41WjvVGJkQjKOVrf0eK1dpce3neYbt726egCmZEc40l2CEXKXB2xsL0SJXQ83y115GZAA6VFqcqu4/SPS9LWfx3pazhm3j0kwE2yHlpHyDz3aUYAapYetVGCdcK9UskbX3MiqaeUfdGxvO4LKxiW62hmAt5U2myo/Hq1oxLC6IrCcRAAAqDYvVR6qgZTlQ4MsFvnbJSIAC5EoNnv3rpN3nkAhpsobpxfSnoiegKWh05WtGxAfjwtFxuHlKKhlvAsHNJIZJcfrFBVi26hh+P1zV4/36NiUu+XC3RX29feVoXDg63tEmEmzk4+3FWLG2wKpjogLFiA3xw/tbzmLl/nL4iwQQMDQuG5uAMUmOV1XyOee83mF1Qz+O5msmJuHxhUPgT+T+AABCD5Mb/7oPZ+M7mwpt7jdALMC+J2aTcdeh0rBW192wlxeXDHfp+XyVV9YW4JPtxS4737tXZbvsXL7EB1uL8Pr60y451w25KS45jy/yxG/HsKnANjl0PcnhUkQHSvDYgiwHWUWwhMZ2Je798bDd/YxPCUN6VADGphAJU1fy5a5SfGznd5lIQGN0QghumJziGKMIGBnfFeh1oLQJY1PC3GgNwVrGJQVjf3krdp5tcLcpBCsRGAXGvL2pEE+fT+pdexMPzEzBW1tKUSNTEAebF7JwWCQe/7PruW3Zb8cQIBGQus8DCI7jkF/ZCo7jIBYwoChehYbjgBf+Pol9JU1OOe/jC7Mwf1gMUiL8ndI/wTW0KdRYedtEFFTLzAZr6B3zAHCsqhV/3TvFleYRCAQzbDnTiPt/3eGw/khgrWdxaU4C8kqa0NShwhELE+bq2pRmFYp/zCt3SjKIz3ko39t8Fm/827NeLENT2PTgdARIBAiVikgNt25MyYzo8Q/WodTgxi/3I6+Un4DSFMB6uTri+aPiSF1SI17+p++6Ks7gydXHUd+mBEUBV41PQjSppWQ15Y1ylzrmAeDeHw/jbF07GJrCtROTiXSwBWi0rMsc8wBw2zcHkZsRjgCxANfnppD651bwvytH488j5yCgKewtbsTqI+es7qOsUY5vbhqP5HCyqOJKwgPEWHVnLgpqZOA44Lm/TkBtQ61XkYDGsxcMJSUJXMzt09IQEySBSsuiqrnTJAveUlQaFjdNScGC4bFOsHBgUmGUPZhHnPNeR3hA1xytRa5CiJTM2bwFtZY1vC5t7HCjJQRb0BjNPyqbO5EYRmTRvYkiM2pZb/57hjjnBxB/5p/D/SuPuPSc98zMQIdSg1WHKnHeyDgMjiGSyN7I0coWXPDeLovbr7oz14nWEAgESwnx6981+t7SbARJhGBoCrROuZnl+IAulgO0HC9rHxkgxvD4YBdYTbCUiAAx/nfFaIx6boNNx2fFBOLGySlQazlMdZLCps85588bFWfWOa9lOUQFiSEV+dyf7DTq25QGxzzgfY75o09MRVAQkXjui3tnZaC+TYnSxg6cONe/fKyjeFunfrDhRC3+uX+qy87rKySG+eHp84Zi65l6l5YJ0I/byXMyUgvNAgQMjfeWZuPHvHLsOuu8evN68kqbDPdsIUPjepJJbzFBEiGumZgMALhyfBJy0yPw6KqjVvcz/fWt2PbIDOKgdzE5yaHISeYz3q+ZmIwxL/yLpg7rambvPNuAC9/bhXUPTHOGiYReEDA0LslJMGwvHBGDxe/stLqfO747hI+uycGC4TGONG/AYjzlTyH3M69j/cmuuSHJ3PVeYoNJALO3saek2fBawJBrz9swd7ucOzTa9YYQ3Mb8YTG4LCcBp2vboNKw0LJ8LWGN7ndVS2f/nViJcWDqu5vPkhJNXsqQ2CDcMiUVn+8qAWfB2vklH+7GJ9fmYN4w8uxCILiT7MRglK5YjPUnanD7twfNtrnnB/NKjT/fPgnjU0kQu6djq2P+2onJeMEF6s8+56lOjfBHySuL8L9/z+CdzabZN8t/P66bVLFYNCKWRMD2Q0qEP0pXLAbLcli5vwJP/H7M3Sb1yz/3TcXQuCDIZK5zNHsz4QFivH/1mH7b6T/PDk6Iqz7Zi9LG/mswW0JssAR5JU3ky8xKKIrCTVNScdOUVIvat8rVuOGrPBwub3HI+Wmar8FHIgL757yRcRZ91xTWtmH+W9sdFgRVUNOGWpkCfo7pbsBxSU4ChFDj27wqHKro/fskKUwKigIoADRFYWpmBOJCyKfuTjiOw9r7p2LbmXo8+mvfARbJ4VLo12FpmsLT5xH5YHczJCYIK2+biI0na/HZzpJe2wWKBQgLEBmuvZQIf+RmhLvOUB+nob0ruGXRCKJI4G3opxJ3TE9HsJ/QrbYQrMNY1v7BuYPcaAnBFg7q5ozTB0UiNpjMB72NpFDTMVu2MAt3TE93kzUEdyARMnj9slFWHfPcXyfw5a5Su84bKBbglqlpWDSCOGq9FSFD48nzhmL9yRoTBaq+OF3ThvGpYQj2E5JgSgLBzcTYoOp7+cd7cMf0dOSmh2PaoEgnWEVwBM+ePxTf7C0Dy3KG5+Syfvxab1w2CotGxLqkTJXPOecB3nH14LzBuHFyKi79aDeK6nlJuN8PVxna/HOsBguGxUBAZH/7haYpXJqTAC3L4t3NZ83WXXA2ropWIfRNbLAftj4yEzP/uxUlDfZLLW4qqOtR55mi+IX23PRwPH/hcKSSult2EywV4ve7JuPO7w5i7fEau/v751gN/jlm2g9FAQxFYfqgSDx7wTAi42glmdGBOPXCAgx+cp1D+vsxrxw/5pWb7NNfWzFBEjx9/lDMJ1HaBkobOjDjv1utPu7+2ZkmWb8E9/Dh1iK8uq7A6uP+uW8q/MU+ORX2GrQsh/Qn/rH6uBEJwfjh1olOsIgAAA065YmFRInAqyHOXe+jVLegnxUTiPAAsZutIVhLVrQ/Cmo78M5V2e42hWADy//qKkd29qWFZK2QYBHPnD8MI+KD8eDP+Tb30abU4M4Z6RCREpxez1Xjk/DaOstKG77x7xmD8u/n14/F7CFEqYNAcBejEkOw87GZmPLqFquO+2hbET7aVgSAV3T88OoxiCLlez2KGyan4obJXcmNVS2dmLxic5/HPPRLPh76xfR7/YsbxmJWluPv0z69IlneJDc45rvz3AXDyGS7Gxoti0d+PWoSxOBsZmVFgaaAly4aQWqPexAtchWe+fME5Cot9hY3ok2h6bWtkKEwLC4YKg2LghqZ3Zm/nK5ey47CBmw7XYfUCMuywwn8NfzWxkIU1LShvKkDZ2rbe21LU8DoxBB0qjQ4XdvukHHTcBw2FdRh3rBoXBGWZF+HPsy649X49WAlyhrlKKzrfYxSI/wR5CeEUq1FQU2b3efVX1tVLZ34cGsRcc4bER4gQlZMoNWf88lqGS5xkk0EyxmfGmrTcaWNHRgWRxRA3AkFYMnoOKw+cs6q445VtTrHIAIAoLaNd873F1FO8Gy2n6nHHCLJ7FXoa5YX1LShQ6khAWRehl7KOL+ihWRQeSEaowfi2W9uw5aHZoCmSTYroW/KG+V2OeYB4JNrc4hj3gc4WNZksWPeGBFDk6QkAsED+PdkrV3HHyxrxqpDVbhzBlHd8WTySqwvOysS0MiMCnSCNT7unO9t4a7wpYUQEsd8D1o61S51zAPAZl3W9J6irXjuQj4zft6waARJiASjO/l+Xzn+sHChXK3lcKSixb7z3TIBGVEBYGgKApqCgKEhoClIhIxd/Q40jla1mtQs6wuWAw7ZKXO/6s5cJIT6gaEpCGkaDEORcbOAO747ZFE7R6hTrL4tBwFiBiHBQRDQlO4aoyEmD/8mBEqEhlrjKcvW9Nt+9d2TkRIuJXLBHkJOchhKVyzGzsIGXPP5vn7bb7lvAqIjQiAV+fQ02CugaQpvXZmNt67MxrWf78OOwoY+27995WhMy4xEoISMnTOZMzgc/9tcgpPVMqi1LHlu8lJu+eYAqV3rZaRHdilP/ZV/DleOJ8Gu3kSrLqD9ui/yyLXnhTw5PwObTvMLtmWNcuw820CCLAhOZ/sjM5EUTlQHfQFrA/1nZUWhXaFBs1yFIxUtCPYTEtUcAsENcByHujYlXllrvRqjMUsnJOH2aWkOsorgLC7KTsDsIdFo7lBh+utb+22/e9ksp5Yv9emVrdlDovDkatN9Z14kjvneiAgQ4+xLC6HlOEPUN8cBN3yZh30lTU49dwwsuksAAQAASURBVIdKi4f1chG/9N7u3auycf6o/us3E6zjQGkTLv1oj9vOXytTYHJGhNvO7620KdSY++Z21MgUbjl/i1yFnGTbMlYHEhVNckx9zTppJEehYTlEBYoRRB7yLKZ0xWIMWr4WKi3ba5sl7+8yu/+Dq8dgamYEAkmAmVuYkhmBP+6ejAt7GR89M9/p6cAfHB2Ij67NQVyIBGIBCTByB9/ePAFPrj6G7/aW99rm/pVHzO6/e2Y6bp2ahhCpyEnWDSxKjWplqjTEOe9thEqFaJarMT41zN2mEKykTqdaAQBpkQFutIRgC0mhEtTIlMiMImPnjZzspjq3uaCOOOcJvWJrWTRjnliUhcQw5y34E1zL1ROScfWEZMM2x3H4Zk8ZnvnzhNn2m41KfD74cz4CxQIce26+0+0kEAimXPLhbruT1wBgb3Ejznt3Jzjw1z8AzMyKwsPzBoMhSjxuoVOlxenaNlz7+b4+VaF7I//peQiWOnd916ed85d/3NPZuOtsA2ZmRbnBGu9AwNA9/ilumZrmdOe8pVQ2d/bfiGA17vhc75qRjmmD+Oy35HB/KNRaMDQFhqKIfJyFKNSsyx3zD88bhHEpYQiRihAf6mcYNwFNgaLIuJmjWa7qv5ED+fjaHIT5ixDmL4IUKijUWvhpWXJtWcGZlxaiqaUVRfUduPOnE2hot2wM7/reVBVhwbAYfHjNGHJtuJBRiSEoXbEYCrUWK/PK8exfJy067nRtG2Z2W2D76baJmJAW7gQrCb3x4pIReP6C4ahvV+K2bw4gv9Iy+fr3txTh/S1Fhu3UCH/8cc9kosRkI1IjBZwOFZHW9jb03zhZMc6R3iM4D6mwKxCmTaF2oyUEW9CroseHEmebNyJXak22ix2gYkbwXWxdhxkWF4SH5w9GTnIomaf6OBRF4frcFFyfmwIAUGtZXPrRHuSbUR4dmRCMJxcPda2BBAIBAPCfuYNw7ed5dvdTbKa0dkFNG64al0QUUlzIZzuK8eKaUzYf/+UN4zA5I8Jl5WZ8eqXliYVDcGe3hfIbv9qP6yclGyTUCf0zd2g0bpqcii92ldjd1w+3TEBSuBQcBySE+hGHhYewJDseS7Lje31fJpMBAIKCgsBxHD7YWoTX11tfS8mYD7YW4YOtRf037Id/7x2PoCC7u/FKIgPFFksmchyHnw9U4LFVx+w65383nLHreD2bH5o+YDKCRiaEWDROHMchd8VmVLfaF3Bx+7cH7TremBeXDMc1E5P7b+hjcByHE+faIGQofHhNDhrblRaXIzBm3YkacBxAvupci0yhRkF1G0YnhWLlbRPxxc4SbLChftjxczLinHcDZ+raoFSzePr8oehUsRaVKuhOSUMHWuVqsuhpI6d12YP/u2IUogIlbraGYC0SIQ0hQ+F58rzrddTqMudvyE3B7CHRbraGYC1NHfz4fXnDODdbQrCFNzbz610UBZS8QsoSEPpmYlq42Wd8mUyGNzYV4+t95kuGnjgnw41f7jdsX5Qdj/9dMdpZZhI8CC3LmXXMA7wCX0Iocd4RCO5gamYkjj83Hwq1FioNC7WWRU2rAvf8eBj1bUq7+5/2+hb8flcuspOI8qwrsGXtDwAenDsIE1LD4CdicLi8GWOSQ12iIOizzvmi+vYejnk9i0cSWXRLYVkOvx+uwuGKZquPvXtmOh6Zn+UEqwju4mxdGyqaOjE0Ngh3zUiHSsPq5Fr4h1gKfMZAp1qDH/MqXGKTgGQC90tlsxxnatsQFSTB/bMz0aHUgOUADhw0ajUoAAKhCK2daqw6VOkSm1wVgeYtnKqWoaZVgeWLhyC/ogUsB7AcBwqUwbHLchy+3FXqUruCBmBNdZWGxaAn19p0bN7y2cSR5WZsLSNx/aRkPHvBMBI06EY4jsNDP+fjt8PmFzP7Yv0D0zCYZAk7jGDdvT8jknym3khmlD8pReClBPvxyzPpkf5utoRgC8PiAqHQsGQu4aWMTgjCupP1uHUqqRdLMA/HcVh/ohYN7Urd+hcFhuYzpBmKAkNTUCg6MSjKH1eNT4JKw/a7vhIVSMrPDQS2FNThxq/29/q+n5CUVSMQ3MUra0/h423FdvWh903ovxsMrylgXEoYsmIGaFahG/j59kkm250qLS76YBcKatr6PO7Nf3smIx59dp7TEz581jkfKOn5p01KC8ePt010gzXeyx/5VXhIXwveSowlRiemheGLG8ZBKvLZfzmfp0amxLz37Jd5sZX8Z+YZFov16DP6Cb3DcRymvOqeeueAa77IvJ0ztW1Y+PYOt53/2onJeGEJya7T8/r6ApuPHf/SJpPteUOj8cl1Y+01iWAhHMfZ5JgHgK/3lOHrPWUm+4isvWv5M/+cTY55AJj/1naT7QCxAAeenAMJWeiyiaIGOQCgoEaGEQnBbraGYC3bCpsgFZH/fW+kXldGp72bvDbBO6ApCmot524zCDay7mQ9AOCT7cV4YtEQN1tD8EQ2nKzFHd85TqWu4IUFZK46QDhV0/fa5cRXNqHwpUUusoZAIBgzf1iMVc75cH8RGjtMS19qWA6vXDwCV41PcrR5BCv5Ma8cj/9mn2qwnms/z8Mfd092SF+94bOe0qhACdIi/U3qPewpbsTBsibkJIe50TLv4vyRcahvU+JciwIcx4GiKHy1u9TqfvaXNkPLkgdVbyY6UISnzhuKHYX1fNY1x4HTZfeyutcm2wAOl7c47Pz1bcoeznlC/1AUhXeuysaqg5U6lYOuceM4QK3RgOU4MAxjyNZ25Lg1tCmJc74fMiID8NDcQThQ1gyW4++TLMeBZWG4ljiOM1x3hytawDnwdvrt3jLinDfizhkZ+HSH/WVcAKBTTRbXXQlFUfj0urG49ZsDDulPQ+YtLmXB8BgMiQ3CqWr7A+/alRqH3icHGmkRvKzmoGiSOe+NjIgLNMwnCN6F/nuHZM57JxzHkTUPL+aiUdH4Pb8Wt0xJdbcpBA9ldlYUHpk/GJXNnQD453UOHLRs1zqYUqkCywE0I8C6EzV99tfYoUJ8iJ9rjCe4FX0mbW+QwC4CwX2MSQrFg3MHmc2cNkd3x7ye9SdqiHPeA1BpWIf19dolIx3WV2/4rHO+pKEDz5w/DNd/YZrpWyuzv1bEQELA0LhtWrrJPopCv9LKz54/FONTwyESUEiPDCDSbj4ARVG4eUoqbrbiYXXX2QZc/Zn1tWKTwqRYkh2P4XFBkIoESIv0Rxx5aLGZC0bF4YJR5st56NUHgoK6JHY2nqzFLTY4t8YkhWBKZiRGxAdDIqSRERWA2GAybv1B0xTunZ1pcfs2hRrXfLYP+ZWtNp3vP3MGITJQjORwKTiOVzYhdBHmL8KBJ+dg7Isbzb4/c3AkrhiXBJriM6RonZThmMRQBEtJIIq7mTs0GpflJOCXg+YlJB+enYqEEAkC/P1B6cYwQCLA2ORQMldxM2IBgz/vmYzM5b2Xlfjompwe115mVACp0ehgJLrSM+SS8E5EDAW149YkCC5EqJPEJMEV3olYQIMjY+e1xAbx8uJD44j0LME8AobG3TMz+mxjvL7y4M9H8Nuh3lWhJq/YjEvGJGDphCQkhUkR7i8CTco2+iQ3Tk7Bq+t6KvTdPzsT/5k7yA0WEQgEY9oUaovbzs6KMvhGxiSHQiygyVqSB3F9bgquz00x2afRsthV1AiW5XTBdPzz1t7ixl59nN/dPMElpRN90jlf2SzHzP9u7bE/zF+EBcNiXG+QD9DaqcY9PxzC2bp2MDSFlHApGJpCkZEygTHP/nXS7P7tj8xEUjhZQPUmbv3mAP49WevSc5Y3yfHOpkLMGRKFz64f59Jz+wrf7yvD8t+Pu/Sch8pbcKi8BReOjsPbV2a79NzeyKqDlTaXDbGH/23ko0GPPTsPgUTVwCwRAb3X/ttyuh5bTtf328fuZbNIUJGbuHlqaq/O+f9u6l8VYWpmBL69eYKjzSJYgJChsWBYTK+ZRpZIif5wywTkZkQ42rQBRbtSAwDYUdiAkQkh7jWGYDUNHWqUNXWioV3Z5/cZwfMI0qmE/Zl/DguGx7rZGoK11Ler0NypQXVrJwlQ9kL8xfzy6IM/50MsYLB4JLkGCdbR2qnGqJetK1e36lCloS79leMSscIFWXoE19Nb+YK3NxXiuknJCCfzNQLBrSxfPBSxwX54/m/z/ixj7pqZgdhgCQQ0hQ6lBko1DQFDgaEpCGj+N3HWu5+UZWvsOn50UohjDOkH2iVncTHxIX5YtjCrx/6mDhXSnvgHdW0KN1jl3dzzwyHsKGxAdasClc2dKG2U9+qYJ/gWrZ2WR485GlLrzXY6Ve6T035k/mC3ndubkKs0bjv3E4uyiGO+H44+MRUfXDHM5uNzV2xGXkmTAy0iWEpWTBBKVyzG+FTbVCF2FDYgc/k/DpXDIljOR9fmYNsjM2w+fuln+/Dz/grHGTQACfcXAQC2WRCIRPA8ypo6AQBtCvfNMwi2IdBlTB6rsk0dieBeihvkAIAWufuenwm2Y7zuUVjX5kZLCAOVlfsrkLJsDS77aLe7TSG4kJwXN2JzgWsToggEQk9umpKK/Gfm9dvukg93I3fFZox/eRNyXtyIUc9vwLBn1iPrqXXIWL4WqY//g5Rla/DHkd6VUwjOo7JZbpdjftnCLJSuWIwAsWty2n0yc56iKNwxPR1f7CxBXVtPGfsPtxbhmfNtX3AfSGi0LFasLcCOwgaLj4kP8cNH1+QgKzYQQsYn4z8GFD/fPsms9DnAZ1Y99PMRFNa2o7jB8cEaRypakBYZ4PB+BwK3TE3DLVPTzL7XqdLi0VVHcaKq1SnjdryqlUgMW8C1k1Jw7aQUs+/llTThsVVH0aHUmP0es5e9xU09SpYQerK3tMWu44UMiZZ1F80dKruCI0KlIiLp7UYOl7fYdbxYSOaf9lDezDt3GSKt6tVIyHXgdch0ARUVugALgndRoyuhKBKQa88bySvrCorJjHK+jCnBN5CrNHhs1TGcqWkDRQGDovzB0BTOtSptTnQ510ISynwRfxGDjl6SaEYnhrrYGgKBYIytZXn7YnRiiEP7I1iGgLZvHv7lrhLcMd116+U+6ZzX05tD48tdpdhR2ID4ED+8efkoIh/TB/XtSny2s38JWGOqWjpx/ns7AfC1QRcMJ6UEfJX9JU1Yf8JxEZ5DYoMwf1g0KFCICBRhyeh4h/VN6CK/sgV/5Z9zSF80BYxMCMH0QZFgaAoxQRLMJ+VD7ObFNSdR4qDACQp87cS5Q/lri6aAayYmO6RvX0fL2lc39MnVx7HmvqkOsoZgDb1JB1pKXZsSOwrrMSsr2kEWEazBT2Tf+N2/8gguJHMIm6ltUwEAxtmoPkHwDGKCJO42gWAlct2i/bgUskjvjai0/LwxxI+oU3kjBbXthtdDYolznmAZR8ptX1t556psBIoFEAloiAQ0/IQMhsUFETlkH+XE8wsAAA3tSox9caPJewfLmjF3KHnuJBDchdzB6rN5y2cjKpA8i7kDfakYW3G1grRPO+dPPb8AX+wqwevrT/d472xdO87WtWPe/7bj/FFxoCkKHDhE+NFYOjbODdZ6HioNi0s/3GNXHy/8fRIfbitCkESAt6/MRphOJpPgXby07ix+OlTt9POcqpahUVcf884Z6ahq6YRIQEPI8A8rIoaGkCG1Wyxl9eEqPPDTEaeeg+V4hYNmuQpSkQD/mZOJyubOrvEi49Ynn+8swQsW1DSyBw7AiXMyNHeoECIVYc6QKLR2qtGp1vLXFkNDKKAgZGgISG0kE9Ij7FOAWDI6Hq2daogFNGiKAkXxwRKG1+Szdhr2OneFDIXYYD+0KzX8/UsX2EJRFCiAjJ+TsbdO9nkjY9EqV0MkoHU136AbNwocx5Gx64cOXc35bWfq8eDcQW62hmArp2vbkBUT1H9DgsegXxjcX9rsZksI9lDXpiQJIF6IQt1VzuiWbw7g3/9MJwoyhH7JzYjAqjsn4RIb1k4vGEXWngcSOwrrce3neWbfk9r57EogEOxj7tBo7HxsJqa8usUh/b2+7jQEDA21ljX8qDQc1FoWAprCKxePQBQJpLYZjuPAchw4DlBrWXAcwHL85zsyIdiuvrNdrGTi0855PxGDu2akY29xY6+y7I0dKny1u9Rk3+sbixEgFsAwDde9GJMUiveWZg+YOr0sx6GqxT5JvaqWTkMfY17412ybe2Zm4GFSo9qjaXFh1FBdmxJ1bUrc++PhXtskhPph52OzXGaTt+LoyL++KGvkayze9u3BXtsEigU49tx8V5nkFbTKVS4717lWBc61KnCyWoZ3Np/ts23pisUussqzuWhUDL7dX22zisFL/5zCS/+ccrBVtnHs2XkDZv6i5+97p+C8d3fadKxay2Hh2zscbJFt3DgxAc8sGeVuM1xKTnIorp+UjK/3lNl0/N9Hq/H3UecHFVrCugemep2DVD9/qGkl0trejLGjieAdsJx9ij0Ez0ClIdeet9PQpgTHcQCIc57QP7HBflYfc+W4RCdYQvBkeivZSdZeCATPwJGZ7r8c7Dt7+8vdpXhsQZbDzucJ5L6yCedavb8syztXZbv0fD7tnAf4DJlXLxmJ3BWbrTquXZcxYsy2M/U4W9eO7KSBITMnETIWTxI4jsP8t7bjjJEUmKXEhVg/kSW4ltcvGoLXL+pZc747LMvhlm8OYHNBnVPtubWXWuoEU5ZOSMLSCUl9tpHJZGA5DvevOo1tZ+qdas89szKc2r838uC8wXhwXt/BSRzH4VB5Cy75cLdLbLpzBqlFr4ehKay8bSImvLzJ3abYRVZMIITMwKt/Ojw+GG9cNgoP/ZLvblPsYnC0v7tNcAvPXjAMvx6s7LU2o7cQKvU+1ahQKR/I8+E1OW62hGAriaESUufQC9H75p89f6h7DSHYBAXAX8xgFLn2vJpbp6Zi+WJyDRIsJy7Ez7B2KpPJoGE5KCDqcx168chYV5lH8BDEAvPP43UyBcmgJRA8AJGA7tMPxrIcFBotrvp0H/IrWqzu/+oJSZgzJBpiAY0JaeF2WOqZTB8chR/zyt1thl2sujMXkYGuVb/yeec80DVRSlm2xqrjPr9+LEYkBENI83K0QgEFqWhAfGQGaloVmPiKY5wS2x6ZgeTwgbnA7Kso1FpMfGUTWuSuyay/ITcFz14wzCXn8mXUWhYzXt9qtzKGpZBxs57dRQ1Y+uk+l57zjctG4ZKcBJee09M5WdOOK7/oXcXDXp5cPARjU8J4uXRQiAgU2ZR5YYxMJgPQfzCVr8NxHB7/7RhW7q9w2jlW3z3ZpExBRlSA3bXuu6Mfz4FGu1KD4c+sd1r/F4yIwk3TMg0lCgLEgl6zWQYiMUH8AynJ/vReRAMwIMsXSArj5wAqLbn2vJGhsQEob1ZAqdFCLCASxd6GkKGg1nL451gNHpw72O4SSYSBwTd7SvH0HyesPu7az/MQFSiGUsPioux4PHXeUFJGwYfRaNkedeb1lDfJiXOeQPAgDpY1OyU56uF5gxHqw+WeX7l4BF65eITD+22Rq1DR1AkOvIx9k1yFG7/c7/DzAMAlH+7Gq5eMwBXj+k50dCQDytM8MiEYRytbLW4/JTNiwD9U2Ts3vGN6Om6ZmopQqYhMNH0QluNc5pgHgPtnZ7rsXL4Mx8FljnmAjJstKNSuzRQNkghw3igSvd8dZznmgyQCjEgIxhXjEgec1Lyr2F7Y4BTHfKBEAJqi8NC8QSQr1YksclJJgUCJAKF+Atw1LRlZZPx65e/jvALSj3nlmOiDUf0DgaIGObQsR56/vIxamRIA8PI/BbhtGlEy8jYUahZtCg2UGnbAryN5I2otL11R1dIJDcsCIGNI6J863X3bpmPb+GO/2l2Kh+cPRoB4QC3RDyjMlVr78OoxWDiCrMEQCJ6Gn4MSLl64cBjGpoRhSOzATpyxlxCpCCFGaoQaLYurJyThz/xzUGtYKBycUPDYqmO4YFS8y4I0B9Q3/5/3TAEANHWoeq1/rufheYPw5a5SCGgKQoaGgOEXNrQsZ/hhOQ4sxy/0XZaTCFEvEjXeTFSQBKUrFuPHvHI8/tsxi455YE4mogIliA4SIys2CGFSEWiyMOSTSEUCHH9uvsOz20KkQlwxLhH+IgGEDI3yJjkyowLwz3HT+rFqpRLnj4hy6LkHAiIBjYIXFiDrqXUO7Tch1A8XjIqDRMgYxm1QdM9xA4CLsuMHnBKJNczKinaaHPe1E5MRHiCCkKHRrtRAodYiPTIAv5qpiTQ8LnhAS3MOivLHmTrb6s0bkxkVgJlZUQjzFyE+xA8CmgJNU8graQJNUxDQFBiKMrymddvGThV9djbAB0YFioVICpfabZuvMiQm0GF9XZaTgPAAMVIjpAgQC8HQAEPT2FxQC4amdWMHCGgaDM2PFUNToHUDRumUESiKD45iOQ7J4VISmNEH10xMwsv/FDikr1unpsJfLEB6ZAAYmoJK0YkzdR2o7qgDQ1MmPzSluwaNrrfu48fQFAZFB4CifHduG+LH/28OxHIYvgRxzHsfkQG+m00zEChqkAMgyhXeSqCYQZuSD5AmczSCpTw8fzAent9Vpk4mk+HR1QVYd9KykoHrHpiK9MgAMufyUVrkKox+3rz/YVNBHXHOEwg+xvJFQxDqLwIFQKHRIpzM7c1SJ1Ogvl0JmqIMZb30mfEAv2Zm7IPVdtuePigSOfH+0LIc5CyDcy2dKKpvx8ZTjimz7Er1pAHjGWlXavD06uMobujotc6LMf/dcMaq/jkOuGZisq3meSTtSg2e+eMEKprlEDIUpg+KhICmsKmfeuJvbSzsse/n2ydhfGqYs0wluIjyRjmWrz4GjuMXq2mKAk0Bs7OiQOkWsmkKukVuGly3m2d//zt6WuRqfLyt2KK2xQ1yPH/xaDv+Kt+nvk2Jp1YfR7tS02PctFoNaIqCSCjkHRM0ZTJuCg2L7RbWoq9s7sQHW4ssaptX0oS3r8y258/yKfIrWvDK2lMQCRgIaQoURYGhgYXDYwyOWpoCaJoCBQpaloWa5aDRslh/otaqc327t8w6256eh2DpwFyg+vWWMVDRYhTWtqNdqcGt3xywqZ/CunYU1rU72DrL2PCfaRgU7ThHtbegDy48ca4VrZ1qHChtxpv/Wje30/OLmcAVVzA6MQTfXOt4WTBv4LZp6bhuUgoOlTdDqWHx7J8nUNYot6mvT3eUONg6y/jyxnGYOdg7AwjHJgdjb2kL8kqa0KZQEyeFl/JX/jmcPyrO3WYQrKDTSDlp6+k6zPDSe8hAZUZmGLYWNuGXg5W4ZkKSTwdx+SJ6xzwAvLaODxBMCJXiynGJJNmEYBalRosX/j6JY1UyMBRAURRYLf9/NC4lFBQoKLVsn7WJL/9oD3Y8OgvBUuKc9zbqZAo8vuok1FoOhfVyDI4JRFZMEBRqLeQqDTrVLApr23o9fs4Q8h1PIHgKhbVtWLG2ABRFQSKkMWdIFI5XyVAjU1jVz0v/nDLZXv77cZfLpLuTFrkKOS9uhJbl3G2KVbx95WhEB0kQGyxxeUnuAeOcP1rRgt8OVzmt/62n67CnuNHg9NJn3jwyf7DX1o7ZV9yIVYccsyB9+cd7+nxfyFDY+/hshAeIHXI+gnP4YOtZ7ChscLcZJuwuacYVH+8xZL2Zs+/tK0cjJdwfAkanhGGkiCGg+W3j9xidc9RX+Gl/OdadqHG3GSbkV7Tg8o/3GD7vPUWN0HT78r50dAyWjIpGSBunGyvdeDFdv4U0DUb3npChvTZL7LFVR1FQ0/uDmzu55Zv9hkxghqZw8pwMjR2qHu1ev3QkMqMDDWPa9btrjIz3K9RaMDQFluU8esErv6IFN39tm1PeE3j4l3yMSQpFfbsSHUoNksKkeGLREIfXRvdUHv/tmFUljTyJIxUtWLGhCBQFVLSqQVPAZTmJWDxyYGRY1LQqsPTTfe42w2bu/eEwLs1JgEKtRUWzHMF+Qjx/4XBEeMFcNzqQt7G8SY53N5/FE4uGuNkigi3c++Nh5CSHIi7Ez92mECzE30jS+IYv9+PEc/NN9hE8G73a0lOrjyMzKoCUBfFijAPOIwPFmDs02o3WEDyVMzXt+G5vuV19yBQaKDRaBIMEQnobH24rwqbTjYbt6lYFtp42TWyJN5qD3TIlFU1yFWSdGiSE+mFyRoTLbCUQCH3z2vrTFicUWstjq47hsVWmatQzBkfii+vHefRaaH+wLIePthfhQGkzaIpCYpgfamUKr3PMA8D9K48AAB6ZPxh3z8xw6bl9/klv7bFq/HygAklhUswYHInK5k5Ut3SiQ+XYer69ySZoWA7/u2K0Q8/lKmYPicb6B6ahqUOFdzYVYk9xY/8H2YhayyHnxY0O7fPdy4bi/BxS18MYlYbFi2tO4mBZM++ABgCKQmO7ErJONeJC/DBjcBQ4jgMH/kbLAVAoleA4gGYESIv0B6uXFNFy0JiRGFFrWWjYLjkSZ3K2Xo6z9X1n0+lvstaSmx6OH26daNOxjqakoQP3/cjXv+Yldvn7S1mjHDQFXDg6HiIBDZbjDLLJ+tIbWi2H1Ah/KNRaaFgOLNs1bhrdWGk514yXntJGOUr7yYL89UgNfj1iW1DB1MwIfHvzBJuOtZctBXV4ff1pCBg+yEOp1qKiSY7kcH/kpoeD1Y0PpxsfluOQFRMIuUqLTrWWHxMtBzXL/+4etOBq9pc2W9TukV+P2n2utEh/bH5oht39OJKhcUFIDPNDdYsCgRIBAiVCcOAgFjDwFwv6zITwBI5WtvZwTn+zxzr1BAB45eIRuGq890X73jQ5FQ/8dAQSIY0giRD+IhodSi0GxwbhSEUL2hQad5vYJz8cOGeyvfV0Pe7+wfp+8pbPRlSgdwWLRgWJMTUzAjsKGxAoESBIIoSQoaBhOaRFBlis6uIu2pUafLW71GTfP8es/05bPCIW7189xkFWWUan0XPSg3MHufTcBMfx8bU5xDHvZVS1dGXnrLozlzjmvQz9nP3VS0ZgAlEN9HoemT8YkYFikt3qgzS0K3HX94dQ3doJgC9fVN+mRKdaa0i2AmBYT+lOYpgfRiWEgOU4DIkNQn2bAioNC5kNzxU/3DIB0V6a0OVtKNRavLjmJMoa5ZAIGQRJhAjy40tpKtVaKDUslBoWCt3r/n6rLKhz/Mj8wViSHe+Cv45AINjD21eOxtsbC/Hx9mJkxQSiTaGBrFPNX+tax9Y0B/h1HU9yYeeVNPWbWOsrpIRLESIVoU6mgFjIoE2h5r+/OWD6oEiX2+PTT3u7ixpw5/eHDNshUiGEDI1gPyHCA8RdWZc0BSFDgeWAY1W2ZVe9dslI+IkYg2NMy3KgKGDB8BhH/TluYbCuZutVn+51syXW460ZtM6krLGjT6eMrKatR/au/uHET0iDYWhQ6Kp9TOmUIoQMDbFuWy+bbvgNmLTVP+gYt6F1jWid05nfx2/QulqvNN1V81V/rF4yTCQU8u109WBr25QmDrNgXe1Uc/VK+uLSnARrP2Kn8fAv+X3en4ylyindmAhpChIhY6ijS1N8DURK0PW5cxwHmgIEDGM6JrT+c+4aN/3YQDdOxnV4KaOxpYzH3WSbMtpneiwAyFXaHpHGwX4CPsBAF1DAWhhI4M6xu/Gr/Wb3n6yW4WS1zLAt1CkASEUMaJr/nAU0BREjMLk2TK8V68aI1WoBChAKBCafOdDXOAFA72NFgYJSw2JzQa3JYkWQRACapqA1GieWhUXXmp4bclOs/bidTmywH3Y8OstkX4tchQd+OtLj/7U7IoZGUrjU5HMEYH4MjD9nXSPj8QEADvw9jgP/ggNclhWe5cAa7q5kSXa8yYKITCbD3pJm3Pbj8X6PTY/073ad9HL9dBtbc+OnvwKMx0+pYV2imDE4OhABXujgkYoEPYKsVBoWz/99wqIspd7Gj2VZUAAYhrHr2iuu70C70vnBHVMzXZ9VY1wbb6CobPgiJ6paMX+Ydz+LDjTSIqSG10NjSZC5t1HXxitLHShtHjDypb7E3dOS8f72rmfq8kY5bp+W5lOKegSenYUNyCtpMvuePni+LyqaOtHYrkJ8iB8YmkJUoAQChkJjuwpVLZ1mj/nnvqkYGkfu6+5kR2GDXUoHF2fHQyxkIBbQkOh+U6waIoZGSKC/yf6yJjlC/IS4cDQpL0QgeAN+QgYfb+fL6/a3RpMQ6ofKZvP3+u6IGBpvXD4KAJAUJsWoxBC77HQW8aF+oCmYDUhzNCPigw1+IEvWXfht3g9geA+AVqvlfRo00/U++O/w4vqOXs9f2ihHUIcKq++ejLTIAOf9oRbifSt1VrCtW0bNr3dMQkZU34vLMhnvOAkKIpMmY4peXoQ2hRqjn//X3aYA4AMt7pmZYeJ0pCgK542MRYhUZBhHgimZ0YEI9hOitVNt8TH6h5M2pRb3zkrFg3MHecwD6kC6Xp85fygueG+XRW05jndgqAB0qLS4LCcBL100AiJBzzpmnvwZerJtffH0eUPx/N8n+22n1nJQa/ls+WULs3DH9HSH2+LJn6En29Yfqw5VmXXMf3fzBAyOCYS/mIGfkHHLvdKbP1dX0ZtjfteyWfAXMZCKBGbvl+6AjKcpBTUys4tqD8zJxNLxSfATMfAXCfqUh/P0z9QT7Js5qEuKWctyJODVy3hsbhpe/bcYZU19KxQRPI+YoK6yF+daO5HuAQtGBMv54pqRuOm7o9hfat7pR/Bsbp+SBLmWwpe7SgEAPx2owPLzhiCI8Yw5IcFxLMmOx4S0MKg0LN7fchY/H7C+nKdcpUVThwpSMQOWhUF9MjJAhCUjo/HE+SM8Zt2MwDN3aDRW3z0ZzXIVFCotZAo1WjvVqGzuREO7sk+Fq8yoALxpRhXXE+btBALBflIf/8eidqUrFjvZEvcQH+KH4le862/r6/7L6ZJh5CotmuUqzH5jm+mxCg2e//skvrpxvEts7Qufds5vNpKaz4wKwPEqGSqbOxEoESLMX4SUcCmZLFnILV/vx5Z+MgRdSYtcjRfXnOqx/5cDFfjjnilusMh7yH9mHjiOQ2VzJ6a+tsWqY9/dfBbvbj4LALh1aipmDI4y1GtnjGq36+u4MzSfYZsQ6kcyr+xkZEIISlcsRrtSg/e3nMWHRnXw+uOXg5X45SD/wLlweAyunZgMga4+u0ohh4CmENzZVdOdpnnnfmKYFEKyGGE1N01JxY2TU/DPsRrc/cOh/g8AsGJtAVasLQDAy4cnh0khYGiDwotAV7NdwPDXFgCIBTSiiASey3nln1OGiNruXPN5V33sj67J8Xr1HF+jtVONUS/v6PX9ySs2G14ffXYegiSk9qMnseV0HW780rwyyVsbC/HWxkIAwH2zM4kUu50YPx21KdQIkYp6bUvwPPRKGRtO1LrZEoI9nK1rJ855L0OiC+yrkSn6aUnwVGYMjjI452/ITSFzQR8mNtgPf+Wfs8kxr6exQ4VGM8l5n+6uwKe7KzA7Kwr3z8kETfFrYwKaL8+k1rJgOV41b1hcEFmXdiGj+8haXXe8Gnd8Z379ZlxqGF755xQCxAIE+fFy+EESIRhWhUCxAHGcEMF+QkhFPu1mIRAGDKkR/ihpML3Bh/uLMPW1zWCNVO6nDYrAcxcM95jkDgLP6do2LHir97U/gC8tMOuNrW4vrerT3xrvXJWNhW/zA1FY144HfjritHPdNSMdd8xIR6BY4JMTK2c55i/LSTA4m/STVYamQNMUL7/dTWqUogAtC5Q0tCPUX2QoIaCvBXWnEzJPfRGKopAYJsUj8wfjjQ2nDTIh1vDpjhJ8uqPE4vZSEQOGosAwFP+bNvNjtF+g+z8Q6NQRhAwNIaP7LaDR0KbEPp0U2fD4IMhVWmhZDg/OHYTRiSE9pMD1EuDGSgs0ZUYqnDKV7fc0AsQCLB2fhNWHq9DYrrK69s3a4zVYe9zymreOHjdZpxo7ChsAABEBYkQFitGu1OCKcYlYPCIWDN01Fh0dStAUBSWlNBkzbxg7iqIwbVAExqeE4XBFM9Rayy+wx387ZtW5/HWy+Ib7p9F4UOD4cRAwhjHpPnY0zZdB0Dv/RQwNmqbwV35XrevLchKwo7ABIgGNK8cnYtHwWKPP2vTagvHYQDcmtGnJCoriA0D4ezpnUv7C09h9tgFLP9vXf8NuPLn6GP7Mr9L9v/YsUaD/7I3/n+vblFZdnwAQHSTG+0vHIEAiAE1RkHfIQVFAkIoxWxbB7DVEd11DptLt3b+DKY8eK3Pc8vUBbDxlvYPq3h8OI0BsrsSE0WfX7Xvlr6PVaOpQWXWeG3JTcMW4xF7HpqNDAZoCOjhhn2NJ+eD4VbV0mgRMWMo7mwpRWNumKxfS89rTatSgKApikcjwnkrD4qcDFVaf68sbxiE2RNJtPEzHQl+2pL9rUT9eCrUWlM4md41dUUNXxvXZunaMTSG1k72JF9bygSqdaq2bLSFYS2N713fIqWoZKUvgZTz+52kAgELt+NqkBOfz4Y4yfLijS53ngTmZbrSG4ApGJYQgPsSvVyl6e9lUUIdNBXX9tlt99+Q+ncYE15CdFIq0SH8U13eApoAwfzFfipChsP54DdqUGovqzOsJlQrx+12TkRLh70SrCQSCIzj67DwsW3XUoKDR3TEPmA/I+jGvAj/m9b6OcM/MDEQHicEByE2PQEaU5wTeclyXFDxnRkIeRtt6VWWOhc4Hx+/juK739KW+WaN9xu9rtBxe+PukwZdjKSMTgjE6McT0nCygVKnAchwEAqHhPa3unOUWKsgV13cgZdkaw/bzFw7DdZNSrLLPXnzaOT8kNgilKxZDy3Jo7VSjWa5Ci1yFrafr8eWuUofWifxgaxE+0GWyihga390yAeNTfWchSy/boVBr8fnOErQrNVCqWSg0WnSqtFBpWag0LP49ad0CuD6btzduyE3Bk4uHQECyd53C3TMzcPfMDJN9je1KaHRFRlhdreiW1jZoWQ5iqRQaLaer/80aXqtZDlrdtkZXG1zLsvh5fyX2FDdiZEIwJqSGQcsCWpY11KA2riOuMa4Hb1QTXt9GrtJAw3JQaViotSyKjOqHHK/qKmNw/8ojLvnsAP4L4oOrxyAhVNp/YweSGCbFnsdnm+xrV2ogV2oMX6YaluXHRts1VvpxUWs53TYLWXsHtCwHoVhiaP/17lIcq2rF+JQwjEoM7nXctOZ+rBi3hnYlGtqVAIDX15/G6+tPu+wzTIvwx7RBkVi+eIjT1AECJUL8fMckwzbHcahvVwK6yY+G5aDRsrrffAR9j336sdPvY1mca1EYPqsbJ6eAoSiTz10/6dFyHJRKFbQsB1og0L2vH0vorjsWLAu0azQmNrTITUtfGN+rX1t3Gq+tc91YmSMzKgDPXTgMuenOr8WcGNb39a13rGlYDn5CBulR/tBo+UlpYW272QkqyxpPYPUTWg7NcstLjuiplSlx6Ud7bP3z3IJUxODk8wtccq5pgyL6dM4bj19ahD/EQgYcx6G6tdPogcLoAUQnW6nt9jDS2qmG1oYCXV/tLsVXu0vt+Atdz1tXjMaS7HinnydIIkBahD+KzTwYA12BQfrPfUR8MNRaFhzHO5TNPxwCGq2Wf8ikKN21aNu1BwA3fmU+k9+TsUQV4qeDfHDW9ZOSkZMc6gqzCA5EpQsI3PP4LDdbQrCWY9V8jcupmRG4cwYJOvc2gv345bX8p+e52RKCLegd8w/PG4TFI+OIaswAIClcil3Len5XKnTBbXqnhFb/7MZyhnq2PeaZujlli6wNfx6rQ7OCxW+HqiyyI4ao4XkE0UGSXjMotSyHw+XNaOxQ4deDlRatfTfL1cgrbSLOeQLBCwiSCPHB1TkAAI2WxYtrTuH7fWXIiAqEn5DGofIWm/p9b8tZk21HyuI/tfo4vt1b5rD+PJWjla2oaJL3SJYBONAUwDC0SSIYo3udFRMIhqZQ16ZEfZsSApoyfGf3xpBY15co8Wnn/L7iRqzcX4HfD1s2IXIUKi2Ln/ZX+JRzXo9EyPRw5rZ2qjHquQ1OOV9fi9Z5T8wmks5OIDxA3GNfEMMHslhSR+maz/Zh59kGk31HK1txtLLVMQZ6EEcrW/HzgUqPkM8NEAsMMqbWoK/RcuuPJ3pEr+WVNiHPR2smFjd0oLihAzdOTkFyuGseliiKQlSgbfesg2VNuOTDng5YveziQKOwrh3P/nkCG/4z3ennSgyTmp1AbzhRg6qWTkNWK61La9Vnt+qVA1bur8CRihan2+lN3JCb4rJzXTcpxSTyVSaTQa7S4p+CFkPmskl2slHGs1rL4uk/TrjMVm9haJxrHlgCJUJsfnhGj/0Hy5qRX2F+/Gij7X0lTS5/BvB0pmZGQCLov8zQ8ep2AMCBsmavUFkgEHyFDiXvEGpsV0FswbVK8CyOVvHBFX4iMnbezHtbzuKeWSRrfiBjbUnG1YerrFZqvXVqKh5dkEXKCHoBB0qbLA6GvywnAbdOS0NEgBgBYgGRuiYQvIC6NgXGv7TJ7HunqmVm91tDZlQA0iMDsCQ7Hk0dfAKVv5ixuwzG9EGRA8I5D8CqZIoVF48wBNLplQFgrAzAcZCKBLgkJwEM7f61Dp92zl/xyV6n9Lv+gWmG+r8Mzcs1G0uyCxka4gHwBXzDl3nY6qY69FMzIxDkR+p/eSJD44J6OOe9iY+uGYPwADHvaIN5uWC9401AUx4lSWMPw+KCrZaW8TR+uWNSNwebqVSw8dhRFBAmFXlNgE+wn29mbjwyJw0TM2O6Odd6l+Y23k4Od61iBQBUNMlx7ef7UNpomUSSr3Hh6DiMTgwBx/ERpZPSw91tklV8uasE72w8g+ZOxykneROPL+QXAGkKOH9UnNlgPE+ltVONu74/iAOlzVBaISfpK4xKDMGS0XHgOCAqSIzFI2Kd6jRX6jLGTpyzfzGC4D5I3VPvQ7+If9IBC4EE9+EJC30E2yFlCQjWkhjmZ3HbfU/MRlSgmAQ/ehExwaZrRhEBIkiEDCqbe5ZD+OVgJUKkQixfPNRV5hEIBDsJFAsxPD7IRJXXkRTWtaOwrh3rTpiWsMx/Zh6C7fBtzRkabVEmvj4pzzjh8kxtG3bpfDc1rQp8vL3YZjs8jWUWlop9dNVRhPuL8N7SMW5d2/TpJ/a/7pmC89/b6ZC+rhibiFcvHemQvrwNLcvhaGULAN6ptfZ4DT7aVuQ2e+y9eREcz+HyZpTqCq984uU39Amp4Qj1901HaHeOVrbgeHkDOI7DF7tK3G2OXQyPD8I4H6uJq9RosVZX7+in/dbXQvYGxiYFe5xkskrD4q/8c1CpFChtkOPjXb752dvCZTmJmJLp/FIC9lDa0IG9xY3wEzF4Z1OhSSmNgc71uSlWZwK5Eo7j8O/JWrQr+XIoj/561N0meQwXjY7DDZNTXXa+ITEBKG7sRK6XBeAQTBEyZOHf2wjVyaIH2qCGRfAc2hRqIolOIAwgcpLDDA6SxuYWKNQsPt5zDt/s6ZnROOHlruzMQ0/NRdgAWXvyZhJCzSvpPbn6GL7bW95j/6c7SjB7SDQyogIQ4UXB0ATCQMVPxOD5C4fj4g92O/U8QRIBaJoCQ1G4cHS8Teq3jmJQdCAGRQcCAMoaO3zKOW8NjR0qXPWpaXL34pGxmDc0Gh1KLRaPjHW6D9Knn/pGJARj7f1TsfDtHVYdlxkpBU0z4NAlf3CgrAmz3thqqBWsrzc6Mj4E/71slE9Ll7245qTd0skjE4Lx/tIxEAto0DSlqwXRlSXJ0FTPDFfoMmB1fVC69gTnoa/9zot98HIfANCp5uuzMrqa5gBw81f7nZppLRLQmJoRYRh3vVR0Q7sKB8uaDe3OHxGFuFA+e91wbbK8fMmY5FBcMCrOaTZ6ChzH14oHYLhv8fthMpYcgGf/PIFfjeqHO5pQqRBjkkK7SQ3z8pwHjMbtvJGxiA/pijBnjcYt3F+EO2ako7ODl9W1pJyCN6CvCd/9+tKPE8cBzXIVpry6xem2zMqKMqhDGI9Ta6cae4u7rusgiQBXjU8yXPeckSyQvnb6xWMSMCoxxGob9NGbnsZnO4vx2rrTLjtfmL8Ig6JNFTg4o7mGvpbhfbMzMWNwVL/9mYuKHUjM+O9Wl55vUlq44ZoGeo4dByDcX4TXLx2FYKn1k/qBNJ47zzbgtm8PuvScE9PCQIHq8V3J6WqRcRyH80bG4cbJKS6bg3rCmLcqeHWJ3UWNbrOBYD/avgrqETwSpW4+36YcmAovvkJrJ3HOezuVzXIkhLpepYvg3aw/UYPbXTyXJbiPZ88fhnumJKCsqRNrC5pNSrJeqVPy3f7ITCS5QfGPQCBYR1ZMIOYNjcaRihbUtSmdco6jz853Sr/2khzub1EGvjMpb5TjgZ8Om1UuNkapYXG4vMWptqw5Wo01R6sBADvP1uODq3Ocej6fds4DwFOrj1t9TGG95XK1FU2duHVaGkbb4JjwFm6anIqjla0oa+xAQ7vKpj6OVrZi6mv9O5zSIvxxSU4COI7DoOhAzBsWY9P5CDxtCt7RJmQog4Nby3JQaVnsKWo0mTx6GioNi00Fdf22++tYHQDz7b7aXYrxKWE9ZKi8gYomOc7UthkCVwD+M2lXaqyuZ+ZKmuVqi8btb90XXW/EBEswf1Cwo8xyOserWlHfrgSjGyulhsXH24pMAhI8ic0WjBEAyBSafiMov95T5vaJnCO5aXIqWjvV+HibayJHmzpUJgERvXHrNwdQ+NIiF1jk3fx5z2Tc+d0hVLX0lBl0BnuKLXNezjpejSvHJznZGu9mSkYEnjpvKF74+6TLzmnJtXeovAVXjU/y6UDc7uSmhmJnEf/99c+xaiwaEetmiwjWQIEPMhnx7Aaf+n4eCIiM1A7u/O4gPrzGuYtBBMeSFCpBebMC01/fSq49LyRMKkSTrqapcbB0/tPzbAqwJLiX/IoWlDfJ4SdkIBUxYGgKLKdPCuD4QHNdgoCW5QwJWFqWw1/51dh4qtYpdo1ODMHquyc7pW9C/7Ash7XHa9CmUBvm9ioNC7WWg1rLQq1lodSw6FRpUSNTmCS2CBkKgRIhFGotlBq23yDIW6emIjbE+9YiCYSByB9HzmHDSefc9wG+LOTt3x4AxwEBEgGevWAYgiRkbqHn4+1FOORkp7u1zBwciWcvGOb08/i0c765Q2WxY+Tja3MgoCmolAowFBAUGGC2prxxNihDU/AXC3xepiZIIjTJVHYmxQ0deH19V8biA3MyESoV4Y8jVahvV0LWqQFFdWWcSoQ0JmdEIClMijtnpENI0z2iagYyI57d4JR+J6SGYc6QaKMa0F2Z7V1KB13XCozeB7qrI/DbMLzXrT/9+0bHlzR0gOMArVoFAUNBIuma8OqvTYamMCwu2Csd8wq11qJgFmvJjArA5WMTTcZNqVAAAPz8JD3qtevHTffS/LgBAGV+3Pi3umqFlzXKoWU5/n7KUCbjqh83mqIQ5i/CBaPi0N7e5vDPwBmsPVGHx/5wTKb1xWPikRUT2K3Gevfrp+c4de03HSeFbnylfn5mxwndjgH4wBANy4GhKDC6cTK9trvaMzSFmRZkc3sTEiGDxxcOQYdcge/2n3PaeT66JgdBEqNpWLfvLlo3TrzaDJCpk5wi9M3IhBD8flcuLnhvF2pkCqed54dbJvTc2e2+p1cJkggZDI/3nmAjd0FRFG6ekorIQDHu+/Gw087z0OxUZEUHwN9fChivqenGjx+3rvteYph0QDnmAeDCkdF4bSMfoJRMsn28jleXZOHR1QXuNoNgA9mJXd8VLEeUD7yNpxdm4pYfLKtzSfA8vr9hNK766ghadA56AJg3NBpS8cCaA/gCZY0duPD9Xe42A/4i/hlArWWh0rJQazi8PkDLpXoKf+afsznZRa3lMDg6EMPjgyAWMBALaHBaNcQCGsEBUmw5XYdrJiZjUlo4BAztWMMJBIJTqZM5J1tez6lqGU5Vd6mHDooOxB3T0516Tm/iuQuG4eIx8TrlUP45iNMpGRrQR6ADULMcrv8iz2n25KaH48NrclxSFtKnnfMdqi45uKyYQDwwJxM9Vr8BTEoPN9QP8AQpSU+B4zh8s6cMb2084zYb3tpY2Of7rZ3Ab4eqzLb94IphWJQ9sMdxVlaUxRmylvDEoiyE+YshZCi0yNVo6lDBX8wgMzIAM7Nc76Dz1euVoR0bYXL9pGQMjw+GSECjTaFBfZsS/mIGqeH+GB8fBoqifO4zdCVjkux3uj26YDBigiQQCWhUNncC4OAnYLBwRAyiAm0PMPHVa8QVPDo3HY/OTUdQUBBWH67q9yF+SkYEMqICDMFBuqoBoKAv4wJEBohx7aQUh1/jBFOigiTY+8Rsw/bElzf166i/ZmISRAwDhuads8aOdv34zRwchbEpYc40nQDgglFxhpI0Z+vaMOfN7X22T4/0x9TMSLPXnn4oRQIat01Lg1QkIPdFCwg0ChwK9/ftIGRfZNagcHebQLARAU0hLdwPxY2diA8hgTHeRnYi+V7xZuJDJNi/fA4yl6817PvkurFutIhgK0lhUjx93lA87yI1ppRwKR6aNxgtnWp0dnZCyNC4OjcDIgFx0Hoa542MRWWzHEcqWg3qCGIBzTvaARNnUIdK2+P4PcWNJsppny0dgfgQCVJiwnHFuERSipVA8FIK63pPDksKk+LmKamgdYm7DEV1rT0YXfIURYHjuG4JjKZJbgAFsZDG9MxIJ/9F3oWAoZGTbN1a29EnpgIAdpR24GR1q8GxD+hK/Oqc/BqWQ3OHCquP9J18dePkFDxzvvMz5bvj08758sYuefqCmjbkZkQQyQgrUGlZPPPnCXebYTPVrc6NevIGvrhhnNn9CrUW1a0K0BSg1rJQqPlI3tu+OdBn6YKX/3FsFs7C4TF4+8ps8tDSDSFD9yqFWCtTQKHWGsoTKNUsNpyswftbinrt7+s9ZQ617/KxCXjl4pHEwagjOlDcY7xUGhbnWjrBgb/eFGotLvpgd6999Fbj3NZ78IqLRxAJbQegZTlc9cles9Llg6MD8fd9UwyqOgTP42xdO+a8uc3se59dNxYzs6J0jncyfp7I+1vOmqgpGXPk6bkIkghBk+8hp2BcZ08iJHM0b+ODHY6d9xFch0rDoriRL8uSnRTiXmMIVrOtsP9SKQTPpbRRjgte3mHY/t8Vo9xoDcEeKIrCTVNScdOUVKuPlSnUUKi0fKa7Tur898NV+HBr7+stpY1y3NtN9em5f7qSh4bEBmHt/VOttoXgeAQMjXtmZVrcXqHWokWuRlVLJy75sOd6jrFaioCmEOwnRGMHv6a674nZiA7yPiVPAmEg0tiHL6S8Sd7r2ixFAcPjgvHRtTmID/FzlnmEPlg8MhaLR/Zfhu+tK7P5EjYshw+3FuGNf02Tkb/cVYrv9pYh74k5CPUXOcvcHvisc/6T7UU9HIkj+5H4XjwyFq+cl+FMs7wKsYBB3vLZ+OdoNZ79yzERpwUvLHCJJIQ+K4pgHomQQWqEf4/9B56ca7Z9Y3ML2hQaSKQBhhpMH20rMqm/ZAtrj9dg7ZNr+2/YC/+ZlYqoABEunxg4YBzF5ib3oxJD8Mj8rB77tSyHFrkKGpbT1dFi8d3ecnyxq8QuG34+UImfD9g+9o/MH4zIQDEuHB0HscA3ZQJFAhop3a4xcwEXGi2L1k61IdCiWa7Cgz/no6Shw67zL/vtGJb9Zp+s5tIJSRgZH4zM6ACrIxh9BQ3L9VpT/HRtm0lmjTUsHhGLecOi7THNLBwHdHbyQSF+frIe7xm/5gyvOf41x0eXzsqKRmSgb2TK9nUd3fLNAZv7ffvK0TYf2xu9qRfLOzvBcZxhPDlDJLDR2Ol2BPkJMX9YtM8EG/TmmAeA0c//a1OfEQFiPDw7BQDg52d/6RRz48bB/GAaxk53/bFGg8mBw5ikUI8pX/H3cV516YqxiQiRuu7BlOAYvtjDz9FOPj/fzZYQrKWimXfMT84Ix/k6BRGC9/DWFv4Z6/BT5p+pCZ7NBR8fNLxe/8A0DI7xjO9kgmsJkgh7JHU9tiALjy0wXW9p7VSjU8UH4esd+B/04sA/VS1DUX070iMDnGY3wTlIhAxighnEBEtM1nNaO9WoaVWgvK4ZJY1y1MtZrNxfYXDMA8CbG87gVVLGgEDwCn64dQJmv7kNxfXWrcVyHHCsqhWTV2zut+03N43HtEHelTGv0rD4M/8cWJYzlEoFepZLhWG/0Wsj9XJnLFEV1bTgna2lDu1TreXQ2KEiznlHMDHNejm/xnaSad2dqEAJrs9NgVQsQEF1GwQML+HR0K60yTmX9dQ6q9ovXzTEcAHr63+2yNX440gVBAwNAU1BLGQgZmjQtL7WOA2wWghpCiIRP6nmdAufAWIhnj5/qKGMAaELjuOwYm0BPt5ebNiXHumP2GA/aDQaBEoEEAmFYHVRRizHy+azHIdOlRb7SlyfKfC/zfwCSJMSuHvmwA2sOVjWjEs/2m1Y+A/2E2J4fBBoioJUxEDA0GBZTjd2wOysKGg5Dgq1FnuLXT9ueofLscpWvLBkuMvP7w60LIen/jiOH/aVG/aNTw0DTQEBYiEYGtCyvLMmOVyKhFA/cBywq6ihV6eds/lhXzl+0L3e8ehMJIYNLHlVtZbFkk8O9t/QBtYcq8aaY9VO6dteIgLO4MCTc9xtht0cqWjBrXY44Pvi/pVHnNKvI3jz8lG4eEyCu82wm8d+PeqUfhvalVj2R+9Of3fTm2qOq9ld3AwAyK9sgUKtdUlgLcHxHCxrxlQimehVHKnig4Z2nW1EfZvSZ4LlBgrpkf6oalHgVLUMuRkR7jaHYAfz3+JL6sQESbD54emQinx26ZRgASfPyXDlJ3ug0qlO2sLsN3g1L6mIwcnnFzjSPIKdVDTJcai8GRwHCBgKYgEDWacajR1KdCi1UGi0KKhuQ2WzHLHBfuhQaSDrVEOm4H8rNeb/JwbKWheB4O1wHIePthVb7Zi3Fi3rpsVdO3hl7Sl8uavU3Wa4lDlvbsPex2cjJtg1yic+O8McmRCCe2Zm4L0tZw37rhqfiCA/IYQ0jfGpYWajVUjGdU8oisLlYxNN9jV1qPDLwUqnO41e+ueUw/vMjA7AHdPTHd6vp6NQa3Ht5/uwv7TZ7PsMTfX4oiiq70CR0ZdTeqQ/GJoCTel+aICheEnnnORQ0BQM7+lrr5i0pwChgIaIodGmUKOovsOQ2ZiTHIrkcCkYioKA6ZKJ5ozTAmGaeaZSqyAVMbghN8Vhn5MncryqFee9u9PsezTVVVNFT2unGrvOdmX7pkf6G40JZaipTFMURsUHgqYoiIQCi8atWa5CUX07Kpr4zJ7c9HDEBvuB0QXHWDJuAEDTwINzBznk8/EkDpc39ylfb0yeUUBLVkxgj2uKoSmMSw4zHQ+aHw+Brr6RgKa76h7pfpc08NeVXpZ4SnooooP9Qev7MVKZ4HQp0xzXFcnI11nrsnNMcggSQgeePBPLAVUtfdcp7w2K6j0T2hzzh0VD1I+KhH7UunfbPQBVrVaDogCRsPcgNH2Uq74D4zpYt0xNs9xwD6ZDqXHZuXrLbqTQc7z0+6F7z3j8zEUTq9Vqvma6qCty19zYAUB0kBjnjfSNTMvyJnn/jczgL2LM1ofsjfGpYRbJTRoPjV61oLdo8e7tTfbrGlPdxo4CsGB4jMV2O5sHZqZi6VdHUFDThtM1bRiVGOJukwhWsGRkNFYfrcW1n+d5TMAHwTJmZobhOd3rz3YU4/FFQ9xqD8E65g2JwJYzjVj62T5y7Xkht+Qm4pu8KqiMHG01MgXUGg4gIjI+SWO7EjkvbjRsC2gKYgENkdGPWMDgbF27w855UXa8w/oiWEdf62p9IWJoqLT8fUHI0IgIECMu2A+BEgHENItAsQARwf5Qalg0yVV4dH7WgFH2JBB8gfImOV5d59gyvnp+uysX2YkhXqtueP/sTJ1CDGek4sjp1P+61kWge63HeB2s+9qofh2st7XNvpZS/8rvu268o1D1EnTlDHzWOQ8AbQq1yfb41DBclO392UTuZPfZBuzVSfzePi0dKg0LpUYLluMMDp2fDlS42UoeiZDGa5eOgkA3KaIASEQMpg/QDBKlhu3VMQ/0H8E1Z3A4Fo9OgJChsa+4CeNSwzA5PRwSIQOJkHHL5FMfTOMv9ulbGSr6cFL0F3iXmx6OO2ek8+MkYCAR0pAIGYh1v9WdHRAyNIKCghxs9cDEFofSktFxuHxcIqQiAaQiBn5CBn7630LGrprK+muEjK/1iBgKux+aBC0jQYdKg4+2FmH1EcsmgiWvuG9Blow5z8S0cOxfPgdtCjXOtSiwfPUxlDX2f30+uXiIRwUoDNTx/PLGcWjsUEGu1OCvo9V4Z1Nh/wcB+PfB6Yjrp9bbQP1MrWFITJfsanoUkWD1NlIjeKUbiZB2syUEawkzklC8JIesW3gbIUSdz6u5b0YK/P0keFs359j2yAwkh/csBUjwHZrlpjWGNSwHjUprVaBnX6y5bwqGxQU7pC+C/Vjj1JkxOBITUsMR5i+En0gAiUC3jiagIRUJECIVIsxfBI2iAxRFkecKAsGLSQ73x/MXDsPTf3TVlc97YjYkIn4dXWiUQDjQCJGK8MrFnlOe492rsg2vLVnXufqzvSbJi70xLiUUyxcPRaiUL20TInXdnN6nPVoPzR+Mr/eUGbb/81M+8kqaIGRo0LqLiuU4g2OZ5QClSoV/jtchKzYIoVIhWI6v+Xbr1LQBeyECQGlDB2b8d6u7zbCIOUOicfeUeKRH+pMJkhHBfkJDBL9Kw2L9iRrc++Nhs23NZdFvPN2Ijae7bmjf7i3rfpiBqZkREDE0BAwFoa78AEPTEDJ8dq+QocHQFDqUGj5L3ihrU3+daVkOGpaFRsvL6If5i3DrtDSLMtx8jYUjYlG6YjE4jkOHSosxz/9riNztj91Fjdhd1P8XEdA1bkLd2AloylA+wnjc2hUaiAR0t1oy/NhpWJYfO924hfqLcNsAGrcLR8fjwtHx0GhZvLb+ND4xKhPRG6uPnLPY6TtjcCSEDH8tCeiusREwXZn0HMdBoWYhFFBQq/ggNZFIZLjGWI5feGBZDhqWg5ZlkR4ZgJumpPp8oIuldCg1GPWK9VH1UzMjEBMkwbJVR3VlVijDZ87q6oPzgWymcw9Op16g1ZWfYDkOF2UnYO5Qx9elHwj8caTKJun5i7PjUVjbjsd/O8argVCUYcz4cQH0ShP6bVZXQJzlOGg5gGU5iAQ0nj5vqEvrVPkSk1dsRlVLp1XHpEb4Iyc5FG9vLASj+/7SX3sc+LHSX3tKlQocBzACoeHa6yrZwyEnOQw3TU4Z0PP+FnlXgHMA+V7wOt7bVgoAuHJcknsNIViNxuj5a6DMnX2JTQUNAICrJ5BrzxvJr5QZHPMAiGN+AJARFYiSVxZhw8la3P5t/+XMAsQCw3qHvtRjXyx+ZycCJQKcPyoOLMth46lavH7pKEQEiMFyHJLCpOR5wYU8vmgIbpicApWGRYtcjQvf32XyvlhAGyTqt56ux9bT9f32KWIohEiFCA+QINxfhPAAEU7XtOHp84aS8iYEgpewMq/cxDEPAONf3mSyPXdoNBJDpUZrr8a/za3N8vurmjtR0tD+f/bOOrxtbGnjrySzw8zUtE1TSJmZYZm6zEx3mZnv8t1veffeZWYo7Za7ZUwxKaRpkoY5TmKS9P0hW7YTJ7Eds8/veVrb0pE08fERnJl5Bw8vHkLu7Z2guLoNb64+CpqmwJgUfWmTyixNCUqEBoMBNEVBLpcJy6yUCc1zO6lRSpwxIhl/7u+9rOjO0iac0+WasPzOachP8bxfMahnWyIUUry5dCTu+m6fuOybHY5lde8rbxbfbzhahzMLUpAcGTqyvrVtWlzy4TYbSXN38NSZ+ci3ihwVpLBpZMaoEKmUCs4jN0yGkvIEvSOT0DizIMWuFG+7zog7v9mLXaeaYGQ5GFjBSe5MaZRNx+rdaK0FPcvhmbNDt24TRVEIk0tw9PlF3dbxPI83Vh/Du+uO20zsOYOn+s0Qgv0mYWg8sngIHukiR1pc3YalH261cXw4gyMPiK6SGKnoVsIkVJFLaCweGo/lh5z7vt05hpYfqCaSqC4yPNW1DJWf9552mw0pUQrcvyDPbfsLJa6ZkoXnljlX1shczsMdLD9QjblDEkJ6Un7NUSGoLydeDQPLQcqQDOxAQsrQMLAsloxI9rUpBCcprLA8wwZiXcpQp8ZUUirYS64FK1d8Xii+/+P2qT60hOBNKIrCgqFJTj13fbHtFJ76/RAklHUAr33atEZ8vb1M/HzNpztt1pPnPe9intfPjLX/3fM8DwPLQ2tkoTWw0BkEtVitgRM+G4UkjEKTz0DP8qht06O2zVaFgZQ3IRACB6Ws9xKTAPD34Zp+HePXfZW4fmo2Hjsjv1/7CRXu+GYPjta4r6SMs+QlhSO1D0VGdxHUznkA+GRLqcNtZQyN6yanYUdpM84YmYbMWEESMDNWHVKOeQA4UNHidsc8AMwZkoj0GJXb90twHyV17VhTVOtrM+xS0dSJO77ZK0ZMGY0GMBQFuUwGmoYYQQUIGXITcmJxVg+1gIMNiqIclv31NmWNHbjt6z1i/Xoh2k14ZUx11s21e3kAieEK3DprgK/N9gjL9le67Jj3JFKGwtojtdhwtE7oH0DoK1pQtjD3W9e+4nkhO2iYi85Qf0XC0Lh9eqbTznkAiAuTmX7rlJBVDYi/fXPwGU3b1nk3jwmGpsRo0IK0SLy91jKmKYqyqeEECFnBl07IQFyY3PU/NgjJiQ/D0rHpTpfZkdBC5gNj+t2zPA8KEBUQrPvPPE4oytKP5v6TS2jIGAZvrz1mt/6W8FkIiLlwTFpIZ2jb45op2U475wFBDpoxRVabM+LN1xrrvgLPg6IACcMIdc1srkcUsmJV+KOwsse+A4SxN3dIolciqX2B2jRBUVLXjuoWLbl3DzA6THK8//vnJMZlxfjYGoIzRCgs0zNbTzSQAIsAo7hWmD/5Ze9pPLCQBOgFGlMHROOfE0IZwN8LT2N4WnA93xDcx/PLDrslgOrskaExVxVIUBQFmYSCTEIjQmFf1tjgwHPKin9Nc7dpBALBQ5w9MtUl5cXeCFdIEB8mR4lVAsGsvAS3HiMQ0RlZfLalFDoDB3vTYOY5mFmDEyChaVHhkLUUvBeD4liOM9W8p0UFUkCYazMrQrMcj4Z2ffcD9cFdcwci0kvS9kHvnP/x5kk41dCOL7cJkYqf9uKs17Mc3ttUhhfPGozIcAU4TsgwrmvTobnDIEy2SmhB9tn0KpPQkEtoUe45GFhXVIvrPtvlkX0vP1CF66ZmQ0IycPyW4WmROPT0AnQaWBhZHgaWQ3NrG37eV41PtlX41La1TgYNfLW9DFMGxCI2RBxXR59bBI3OCAPLwcAKJQE2HqvrJs/jbVzJ9s6KU2FWTrgHrPEtd88bhKunZAuqFBwPI8vhsy2n8L/NJ31ql4HlsfJQtUvbfrOjLCijwmPDZEiJlKOyRefUdvUa52/87HGkyjEFmM3H6/HdTZPccsxg4sKxaU47540c77b+K6xocahdXJgMs/NI+QJraAo4f3Qaftrj3D1HowsPXfY4UtWKFQf7Ph++/vfRoDz3AbCptfrj7grcPW+QD60hOItCSkNr4LDiYDWO1bRhYGLw3U8FKy2dlgDO277egwVDF5Hn5gAiXC5BbZseO042+toUggs0WQVQf7TpJG6cPgDx4aExj0BwjiPPLISe5aAzcvh4YwneWnvcqe1/vW0KRqZHecY4gse5bVYubvt6T4/r1TIGyZFEvppACCReu7AA9/5Q2HdDB0mLVuG1CwswJDmcJGNY8d76E3hztX8mFlozNMV7AZpB75yXMjRyE8Lx1FlDoTWwaGzX4/fC3mv7Pvx7sVuO/fUNEzB5QODVmBmaGoHMWBVONXS4fd8vrijCiyuKui3feP8sZMSSrBx/QS2X2NSejpQYMSk7yufOeVcY89zqHtdte3gOkoLoplkmoREjsa1ZpjWyPbT2b3qLWgxkKSCKohDTpa7c9EFxPnfO95esh5b1uv7PO6YGXHa9Uspg7uA4fL7DfVLn9pBLaMzLTxQjQmmKQlacGj3dvpvv683RoFdOyvKofYHK6IxorxznjBHJ4AGwrBCpG60Sag3ao+szWVq0CrMGk+jprlAUhemD4px2zruCuf84joeR45Edp4bETrBt176jQGHhsCSP2+crFFKLM3BMpnfGEsF9qKQMtAYO2XFq4lgKMBKs+uvyiRlBE/wfKsSopThRTzKjApVTjZ3i+wVDExGuCPrpUoKLUBQFuYSBXMJg/tAkh53zDywcjHlDEknQXIBzvLZnqeUrJmbi2XNCq6QjgRAMnD8mDXHhclz1vx1u2d+RqlYsfmsTHl08BDdMz3HLPoOBm2cMgJSh0aE3wpwMbz3HaQ0PoKq5E50GVlSpLG/scDgRxlXSY5ReVQ4MqbtNhZTBW5eMwluXjEKr1oCL3t+Kouo2jx1PLgnMKPeEcAU23D+rx/Ucx+OP/ZVuk/xIi1YiUukdqQiC60zMjnYoQ+yvQ9W48YvdXrCI4Ah5SRG99ltrq5Cdu/lUO275qufoX38i2IIOZw5O6HNsNbXrseDNjahtcy6L218I1D67e3Y2Fo5Ig47lcM0nO/vewAV0Rg5/7q9yefv/czJTozcoCtj16NygUBuhaQrbHp6DozVt+L2wEj/u9oyjtz99BwAP/3zATZYAN07PwSOLh7htf77k7JGpyIhRoV3H4vL/bvfYcfrTf2+vc9/YA4CVd01DXpJ/yOQfqhSej6YPisf0QfE+tobgLI2m7M/PrhmPKJX9YCGCf2KWRc+JV+O5c4b72BqCs9SZag5fRWrOByQanSWo/ZULC6CQ9l2DlhDa7D7VhPPf2+Jw+1dXFePWmbketIjgaUrqNHhj9VHxs1rGIFYtRaRKDqWMwbVTs31oHYFA6A8zBsXjmxsm4pKPtrltn8U1bbjly91o6tDj6bOGYXBSYAVnsRyPs9/5BwdPO6bsGcg8tmQIBieFe13ZJqSc89a0dBj65ZifNjAO718+xia7OFR4f+MJvLzSPeoCgFBHvOCZvwD418QkwTXWFftnvXp7vLX2GCgIk/NmGcmPrxyLufmhJzG8+kjg9NumY/V47NcDMBh5G9nqFf+ahiHJwXn+qGnTBqxjHgD+908plDIaHA98vb1MXL5wSBzeuWK832aGMTSFybmCAs7ux+aiqkULI8fbzWrnYap9xFlqInEchFer5UKGPHD/j4ViXWB/geeBToN/2dQfkiIVSIpUYPqgeNw8IwftOhaa9nZQANRqtU1bc90qs4IBZ+pDc5+JfcnxqNPofF4uxB4fbiwJGuc8AIwyqR8cfmYBSuraYbSq7Wk9Bq3HnlB7jLepTWYZe0K73/eUYeWReu/+MQ5wtEbjN/fAnQYOALDxqPNlaQj+w4ZjdbgiNtPXZhCcgDeljJTUtffRkuCPlJoyr8saOpCf4h/nc4JrnKjViPchBEJPHHawDJmZqQNJwGOgsq+8GUs/2AqdkROXTR4Qi/eXCoqOERHknE8gBAMtne4plWfGOklkwZsbA64sHs/zfuuYf/mcPDA0hTC1CgxFCdn1NAWGokDTAG1eZno1zyFZJ+jzPA+GFhRu06J9o+gdep5lE+kxKnFAvP73Uby1xrl6B5uO1WPok6sAAFEqKTY+MAsRitDI/r58YiZK6trRoTdi+QHXahTbI0olRXwQZOuFOi+eNwIvnjdC/MzzPHje1vFh+Sws463Wje1Fht7dWDsJzVz/+S7x/fI7p4XMxMprFxXgtYsKxM/O9JveyGHii2u8ZmtRdZvd4KpF/9kkvl911/SAi0jsja4KCLzJ8WR2SvHd+kho09raBo7noQ4Lx6xX10OjM/rE/p7kqVceqceAR5aLn/15zMWGyd2WUT7r1fV+55gHgBumZfvshtTT5CYI54PWVkHVyNUJlGM1bX6rMrLyrmm+NsEjqGQSt5XF+M/qY37pmJ+aG4f5fhQYGKUSnmkeXJjnY0sI/eHyCRm+NoHgJFJTfflzR6X62BKCK+TEKlHS0Om397IEx/jttikoIPXACQ5wxcRMXDHREgR36UfbsOVEg922oZoEEiyc885mm89TcmPx1fUTRSVKAoEQHCwcluyUA/1QZQuWvPWPQ21ft5pzDxQkDI13Lh2N2772vzmwB34twvb7JyMxNrCDKUPWOW9NVXNn3416obnDAJbl+24YJEQopDirIAVXuqkOh5nmDkNQSOkSbKEoChQF0D1WULZlyfBkLDvQP5lgd7GnrClkJ1ec6TeW4zFtYBw2HfMfh8e+8qagcs53haIoSJi++4Y2Cg6WiHA5LpuYgQ82lHjatH6xtzzwxtyy/VV+eaNqj3NGpuDNi0f52gy/geN4zHh1Hcob+3cf6C1+umUyqf9txYGKFpz5tmMPwv5AIEXJK0yluRYOS/KxJQRXiA+TITNGCSpQa8qEMOYuI2MvMIlUSjEilUyxBToDE8N8bQIhANlT1tSjYx4AHvxpP3bnz/OiRQR3MnNwPNYXWxSlGjR67D7VhAFRNGhyv0UghBwVTR34fOspLHOgTB5NARwPfLb1FObkJSJSFVjJvUtGJGPJiJ7nMr7dUYaH3Fiu0RkmvOJ4aRlACKp79pxhHrLGNYL2yaFDb8SEF9agTeu+LMHXLizA+WPS3La/QEZmmrRzJ/cvGOz2fRL8n9u+3uPQxcydUJQg32zm82vHY3x2DCS0SeqE3Fz3yYXvb8HO0iavHjM7To2T9RaZzyiVFKvvmYFwhQQSmgZNgfSdCa2BxcQX16DZVHfWFwxKDMPRGo3NsiiVFH/dNR0RSinaNW1gaApRke7JiPUVBpbru5EX+O7GiRiSEoEOjQY0BURFRpoknMi46A2NG+8TXSVcIcE/D8wGTUOU3ZKYXjUaQSWESCV2x8D5x9j79/nDsXBYsngPYZFPC9yxZ77Pr27RIjtO3Udrgr9Rp9GjyYfXf4LrcKbyHeZyW4TAorShA51G/7g2EVznQEULJuTE+toMQoCxvI85rYZ2PVYcqMK8/ERIGPfPpxI8y6fXjAcATHt5LcobO1FU3Ybz39uCB+bm4PLxRO2GQAg2vt5ehkd+cY/D2Vydr7C8GScb2jFSFeWW/foLF4/PwMXjLYptXUtEshyP5g4Dpr28zodWCvhjGc+gdc6zHN8vx/yMQfF49uxhkEooSBkacgmN8BCRre8NI8vh3h8K8du+Srfv+5VVxbhtVq7b90vwPBzH443VR7HyYLWY8WGu5tF1XpqiKJtcbGfrdPXG6IwoHDjdAoMdJYu4MBkGJoTj2XOGivLGoQ7H8Xhv0yn8daQejOkB0ZF+oyjgUKX7+i1cLkGEUorTPaiYTMyJwdTcONw6Mxe0n9Ym9xRlDR24+cvdMLAcKEroH3t9A9jWYNYaWI845hcMTcSRqjaUNXb02GZiTgyy49R48syhUEiZHtvp/XBSorK5E7d8tQedeiM4jgMFgGGEv4HnAR5C6YBjtZred+QDdpY2oqKpEx2dnVBKaZw/PipgHYOu8vX2Mnyy+WS3sWLddyzLoqTBvzLl27RGrCmqEUuIjEiL9Jva495CozPinu/24WR9e7f+M5fs4AEc98Oxd/B0K6QMLZYTObMgBTLa/85vzrD+mJD5teNkIyYNIA6KQMTIhY6qWzBhfobZcbIRF41N97E1BGdp6hTmn3ieD7l7sGDitb+P4vubJvnaDEKA8dgZ+XhoUR7Kaxox663tdttYl8ZSShkcfmYBOVcEGJsemI2sh5aJn5Mj5eB5cs9FIAQbrBvH9Y5H5iBKJYOUCY1kQJqmQIPCztJ6VDR1gqEo6PwkePXH3RX4cbel7OrAhLAe5w/N7184bzjGZcV4zKagdc6HK6QofWkJatu0GP+8c7WQaQrYeqIBC/+zERJacM5LGAoSmoZMQkPKUKZX4d+Ok4022+clheM/F4+CSsaY2lCQMDRk4n4CazC2dBrwxt9HwfE82nWsRxzzZrIeWoaiZxf26tAh+B8tnQb839rjvjYD718+BgkRCl+bETBo9Ea8t6nM12bgmxsn2q0nbK7fFcoZo1/vKHNrAEt/eWPpSKhkQXvrgJ92V6CwvNnXZrjEq38dtfmshxSXhli9YXdFNvuCe74vtPlc/NxCyCWhcy+082Qj/jpc42szXOKLbafwxbZT4uc9Zc148bzhPrSo/+gMwsNzdat/BbIQnMPIciQ7L8Bo1wvZHNZKUQQCwbvsPuVddThC8CBhaLQ4mCQ2IIEoEwUaPM/jVINtksLdPx3BqLQI/HL7NB9ZRSAQPMEwN5bbHP/CGhQ9uxAUFTrPZfsrmnHpR/YD1fwJRxKvnl92BL/eNsVjNgTvDLuJhHAFSl9agjVHavDP8XqMyogGy3EwsDyMLA+j+J6DkeOh6eiEkeXBSGXiMgPLwcjyMJjaGowcDCwHPcvZjfwoqm7Dgjc39mqXjLE4+qUMjdo2nc36pWPTER8uh0JKQyFlIJcyUEhoGA06nKzvwIXjsxGplCJCKYVcQnvU2f/G30fx6ZZSj+2/K+WNHRiYSDKbA4lotQy7HpuLBo0egBBhtPDNTV63Y/wLjgXiqGQMlt05TZANpilRitbySoOhA1+Wti8iFFKs/9cENLQbEBYW5rN+O+P/HK8Z/MbSAoxMjxb7jjHJBzPm94zwStMICqn7BxcOxnmjU8XIvc+3nsLX230XUJH/xCqn2k8eEItnzxkm9pO5z2ga6GjXg6Yo8FKD2H80DbGtL/rt9tm5WDgsCSzPQ6MRJsZVKmHi5Ptd5V69FvYXnZFFp54VokApgKYo07/AHhO9sf+p+ahq1opZ8oAQ6UpRwKL/eP/c1h+qmrVIjFBAZ+RAU4KTjaYoU38GX//NykvApgdmoUPPiv1n7rsjVa3dghf8mdZOA9p1RtN5TBh7FBBQ/ZcRo0RxbTv+PlyDF8/ztTUEV/lgYwlRJQsw5FJh0m73qSa064xQy4N+uiYoOVGnIUptAQZrpTbCcjxRPyC4TE6cCrsfnILNZR2485u9dtvsemwu4sLkXraM0B94nsc93xfil72nu62bnBPtA4sIBIInGZURjXcvG42T9e04UNGClYeqXd7X2SNTIA3SgGme50UFSN7qVe8nmfKOMjYzGs+cLdSiN8+hmvWDs+JUHj12yDztzRmSiDlDEvts159Mzc3H61HZ3Am5lAHH8dCbnfqs4Mw3ctaOfWG51sBCozN2y0b/bld5r8f6cLPt+i+vm4CpA+OcttkRHl6ch0GJ4eLfYE+yp7CiBX8Uup5R/9Mtk5AZq4aUoRGpJOUDApG4MLnNA8aX103Ac8sOIy1ahWiVFEaOh5HjbaTRrR93u0pz0ybHuDCZbf1eWG/keHRqdeB4gGYk+KOw0mEJzw49i1mvrnf6bxyTGY2fbpns9Hb+TIxahhi1DBERwgTSJ1ePw0sripAVp0KEQgrW1G9mrPvNesKCMv1HU/b7jbbqN/M+OY5HYUUzTtQ5nh1093euO2gCMROVoigMsgpWenhRHgxGDisOVmPB0CTwvPBd8hD6wFJWQtjWYBCk7WVSqdhx9vrI2nnL8+b6QADLcWJf/eqCasqWEw2Y89qGfn0HI9OjPBqlaA1FUWJwmOl2QLwfePyMfLTrjPhhdwWWDE+GhLGdsDN/5+b35jc/7+n+AG9NRowKPHhwnOXGtrpV2++/5ek/DuPpPw47vd2mB2YhPcazN5+eIkIhRUSS/XuITQ/MwrSX1yFWLcWErChIpUI7CrAaP7b9V1Lfjn29KCmkRinB0JTNgwjH86hp1fW4jaPMdOEaNTojCj/f6p2x4gl6+t0NSY5AY7sezy07glmD4xGukHYv74EuZXMcGHuZsSqhz6zGXmO7Hnq2fw+Syw5UYdmB3uuO2uOza8djxqD4fh3bXYxOj8DfRfV4dMkQX5tCcAEJTcHI8bhwTJqvTSE4icqkHnfNlCzimA9A8hLVaOk0IicuzNemEJzEYHXtf//yMcQxT3CZTccbcdv3h3ptc+/3hZiYE4ubpueEXNm+QOJ0cyfu/6EQW0409Nhm+/2ToSTKrwRCULJ4eDIAoEGjc8o5f/z5RT5LOPIE1qU8vE1ihFycqzbPW9drdOjQ91w7fuHQJKjkDGAqjWj2Y3b1GPE88HthJXITwvD5deN9phJLnvjcyJRcW+d4RVMHpv57Xbd2cWEyaA0cdEbWbm1sZ4lVyzwqiSSXMH1K424raeiXc/7897Y61G7v4/MQrZa5fByC95g6MA7f3TgJC/+zEVUtrjma1DIGrDkKi+NNjg83G+oEF40N/knOWXkJGJEWiRmvrIdG55gkW1fUMgYcL9To4XnBGe/r0qdnFaRAEuA1gAGhZMsrFxZgeFoknvit94f+Xvcjl5jGlv+Mr55YOs4/aq4yNIVXLizAKxcWOLXdqxcU4Kvtp1De1AmOEwIfPtlcKq4va+zoeWMvU5AehZggvcamx6hQ+tISp4Mwa1u1+O8/J8XxsaesCXvLmgEIEzb+xIVBXJ/4+mk5uH5ajlPbvH7RSKw6VI1dpY2mevDA/zafFNd3laX0JREKCQYm+I8zx1p5ghB4mIMqyTNT4BEfJvSZoZ9BQgTfoDVwYHm+WwAZwf+xLqs4Mj3Kd4YQ/J7jtRrMfb1/wecbjtZhw9E6LB6ehMxYIm/vbzRodBjz3GqbZQxNISVKgcsmZCI/OQJxYXKkRClAG/sfVE8gEPyPAxUtOO+9zU7PZz+4MA9f7yizUeu2TlCbmBPrseRaT7F0bHqfScSeoq/El4VD4pAaGw6aAtRyCW6eMcCpUtlvXTKqvyb2m5BzzuuNHDr0RrTrWbTrjGjXGaHRGfH4rwdR2tCBcwsSwfMALZGYJtEFpwVrmlA3T6yznOUfZ/5s1ZbjeRRVt9m1oV6jx7VTsqGQ0pBLGNMrDbmUgUrGQCWTQC1joJQxCFdIoJZLECaXQCWToF0j7NMbNZjbtAY8+dshbDxWL2bLitn/VicYbzE+OwZKGYlIdAfmbFtB1cFK3YEVFB8MLIcnfzuE7ScbxW3SohSYlZco/P5Zy3gwcrbvrcfI3rJmlx28gFB3MS8pHDMHJ4CmIEaeMaZsX4NBD5oCVEqhzry9YBee57HiYDVO1reDoSjEhMkwJiMa9y4YjNQopcu2+QqzKofBSplDz1rKc6w4WI3X/7bUnlbLGJw3Os1y/rI6n7EcD61Ob1IfYMSs9m0lDf0KHGrXsxiRFolJA2JNfUWJSgiM+N6Svd01S9Ec1Xb4dBPWHm0ATQklB8ZmxWDygFhcNzXb7yMQrceY3mj6Z3p/pKoNt329R2ybGqXE3CEJwvjhbW/cWF7IXhf6zfSeBzYereuXfW2mcXnT9Bwxe948vqz7iTK/N33fBo4TpaYtf6vw+s+xehw43SJsQ1PIjlMjO06N22flIie+u9OpP0o13mB7aTPu+vEwJAxtKnEhRGgCwODEcAxIUIOhaZgT6G37Svi3rrh//dQTsWoZzhqZYuknq3U6vR4UAJlcmOAfkxGN+UOTPGKHv2JgOTz88wGsOlRtVTKBQp2phNCMgTEIU8rFEgocbxlz1q8b+jnOeuK8UamIUsnA0BDHlkiXj0sL4hEXJvPbceIJTta344r/bkdrp0EsW9KpZ9GuZxGukGDawLhuY0/oM048T/5zvN4tAbD2uHpyllgGR8RagsFEWrQKl43PCMiMqBrTWLnn+0JUNnfi9tkDfWwRwRUGPrqCSOcGGOaSeV9uK8Pqw7XY8tDsgDyHhCqljULQXvbDy1H07EKnJgcJ/sPEF4VSeU+emY9rpmT72BqCL2BNz/G6Ls/xeiOHn/dWuLRPmgKumpyF6QMFlaTUaCVxzPsZeiOHeo0Ox+3UIGY5HuWNnXhpRRFSIhXY8vAcAECrGxTvCASCf8HzPH7eW+HSfMK/Vxb1uv7tdcdx5JmFAeXf+vcFI/DvC0Y41HZ/RbOtiqD1HIlVJjvLCW13nWrql20rj9QDqBc/v7n6GABg5uB42zK4plLGFEWJPpFGjR5bSwRllPhwucXPy/G4c85A3DDdueQQVwkZ5/yphnbMeGV9n+1+KaxBYrgMEoaxqTktvKfB0BanhflVQtNQSIWJe/MEPkMDOfFqbD3RgKYOg80xbp+Vi/sWDPbQX+o+Vh6sxs926ul4mwcWDsbgxHBIGRqyIK3R4Smu+3Qn1hTVumVfFc1afLHtlPg5JVIh1mvvVvvb9C8vKVycULKVsLd6DwqFFc12JUniwuT45JpxSI6070R31LkXaJPKrVoDZry8rtu5wxXa9azdfjP3EcXzoClAJpWI56+CtCih30wX0Z76bvvJRrtZdSmRCnx81VgkhCv6Zbu/O2/NnGrsxJkvuF7P+nRzJz7bKvSRWsYgQikVryf2xhdNUxiTGd2lREQXJ5HpxTrApisvnTccF4/vXRXFGYKtru13uyvRrmcBdD83Fde0objGfgCeK8gYGmcWpODWWQPEYIiuPltzUIQQtd9zYFGgjBtPUq/R4cfdPU+cbTjW87hwhaQIBR47YwjykyOE8yp67r8IpdSp8j3m/gwlVh2qRkWTfVWCNq0Ryw+4Xu/NHhNzYvDEGUOhlDFgehl7AJBiKmUQ7Jw3MgmfbReeAV796yhumZkbEn93sPDgvBz8++8SAMDY51aj9KUlPraI4CgDrdTwqlu1OFrbhryk0L2eBxpPLh6Ip5cLk4J5j6/E0ecWQSYh8xeBwh0zMvF/GyzPzU//cRgD4sMw3U9KzhA8Q3F1Gxa8udHjxzmzIAWTB8RhVl6Cx49FcB6e5zH95XUOlZe7bGKmFywiEAi+4Mr/7eh3MpQ1S0YkIydOLSadBXvi6Yi0KIxIi3K4fV2bDloD2y0JDIBN6chl+6vw+bZTYsJNX6x3MlGq636fX36EOOfdxcn69h5rS7996SioZRKoZAxkEhpRKhliZcIkfKhNapc3dqC6VSsOBgrwmwfJl1cWi+/vXzA46BxAnqSwosUj+501OB6fXDPeI/smADoD5xbHfFdi1DIxwtcMceT1n/6oQ3Tlttm5uHWm+85xpH9d59XzhkCjNUKhDsPTfxzuV+kWa544Ix/XTiVZOJ4kOVKJomcXolPPwsByGP/CGrft++DTCxBG6gB7lJtnDMClEzJgMHLYWtKA27/e65b9njcqFa8vHUnOiw6QFWMbAEQc84FFtMoSAHTzjAE+tITgLBEKiSjEAQBZJKsyoEiPsgQmD0mOgJQh585A4oYpGfhqVxUa2/XislMN7QCIcz5Y6dSz+HO/e57x+uK3fZX4bV8lCZjzQwwsh+93lffqmL92SjaeODPfi1YRCARvsau0ERe871i5ZWcpb+zAO5eO9si+g4H4cMcU3u6YMxB3zLFNvGxtbcWe8hZc/cV+t9mz49E5kDE01F6c8wva2cVTDe1Y8OZGaA3267W9emEBWI5Hh56FzshBylBo1RpxrLMDEoZGZLgRElqQspUy5lfK9jNNg2GEyBezvKW/Sy3bo16jw7SX1/ns+KlRSmTHqUFRtrUtKQqixDIFIEwhxeUTSISiM3x5/XgsfNP1jF5AqLlG8RwkDAWFTAqGpjAvPwm/F1aKsuS0qa8ENQlzv1lky0VpbNrS1no9bdrOel8262kKUppChFIaEvKA8eFyPHVmPp7647DL+yhIj4KUpiBhKPFcNn1QfLd+03Z2gqIohId12u03iyJID/1qJVHfW7/JJXRAnh8dYWhyOBLC5ah1MILPzIi0SEhM1xSZhIZKxiA5UoHfCyvF0g2U1ffJ0JY+sR0zpjZ09/7p7OgATQERWuuSEKb90JYSETRNIUwuCep+chaaEn67EWFy/N8lo3DX3IH4YuspfLql1Kn9mPtMQlOIVcsgldD4fmc5YO4nmK93Folzymo5z0MsdcBynFh+wlzDyizDzvMAy/Po1OrA8zySY8Jx5aSskHWqKaSMeL0oenYhiqvbcPY7m53eD0VBuN+jKUwdGIfl+6tERRFzP9E0bLLlzWOMAmWSWrfI5Rs4Hixr1Y8cL8p6cTwvynxNHxSPcVkxbvs+Ao0IheBcPGNECkZnRGNdcS0e/eWgU/uwHnsSmsLgpHB8v7McWq1wvVMpW8WxZ+4/67EHQBxrXcegMP6EKG7OVIeO44W+pCgKN07P8eoDnbuxlvB7kkxEBhw1bRbH0l1zA0s9imBxzAMIieeeYKK50xJcveyOqeSeOsBobNcjLVpp45xfMiLFhxYRPM3zyw/jy21lbtvfrMHxoMFBQlNQyGVC+SyOR0unAQopg/sDQEE1FNlQXNfnc0ZJvQb3fL8PYXKh9KxaxkAtl4DhDFDJGMRFaU3LJUiKVCBGLfOS9QQCob+0uZBwlROnFtROGRpSs2+QoYXzv5SBjKFB08CkAXFYcaAKepaDWibBnCEJIXF/+EdhJY7WtNnMaZvnuK2/K7NiLGPlv6ApCjyEORZz2VtenG+xSON3dnaC5YW59WM1GnHuzdkK3OOzY/DEGfkYmhLhk74J3FmjPiht6OjRMQ8A9/1Q6HEb3C0Z7Cli1TI8vCgPqw5Viz/C3f2s+eAMp5s7cbrZvnypNZFKKdp0BkSqHJeDDXXykiLw/uWjceB0C4wsjxN1Gqw+YpG5pyjLBDhgqWdudhoAwL7y5m77dVYexJfIGBrr7p8ZcPXlL5uYCR6CtIqB5fDxPydtgleiVFLxM8dbHHXmCfVCO/3mqfrJnuKdpUMxbUBgOKd+vHkyvt9VDj3L4cONJeJyhZQWJ1bNtev0Rg4cD+y3o2yx6lCN12x2JzIJjQ33z+yxBEUgUduqhdbAob1dCx6AUs/AyAp9Ni4rxmnnvNlpznI8Klu0ePxX5xyM/SFcIcUFY9K8djxfY2Q5nG7uFJ3jHAcYTDfocimNM0Yk48/9VX3vyAqeB/QsB7DA34dr8Pdh74zR/1t7POQya5o79GjtNNo6xk115AfEhzm9P+uxpwPw4ore67+5k5ZOA546a6jXjuduCk9byimE0jkkWFhTbKm7R5y7gUVViyVr7+kAPoeEKj/vs5RdoUM0ODKQmfmf7d2WFZY3ExnyIOaBhXlQSBh0GliwHI9OA4vf9rmeSb+uj3myhcOSkOPCPS3Bs8zOS8D7l49GvUaP5g49mjoMaOrQo11nREVTJw5Vtjo9B/rxlWMxNz/RQxYTCAR3MmtwAjJiVChr7HB4m5L6dofadS3J9+qFBUH/fF1c3YY7vnGP+qE3WDA0CVKGxvFajZiUbZ1AnBat9KjTPmid8zMGxaP0pSXgeR4GVnA46o0cvt1ZZiOT7kmkDA2Nzgi5RIgG8dfIGIqicNOMAbjJjuyhkeWQ++gKH1jVnZZOA4qq2pAWrfK1KQHFwmHJWDgs2entzI5EI8dj2JOrPGCZd9CzHOrbdAHnnJcyNK6ZYpG+fnSJY5lr5nOegeUw+aW1aOl0vzy+tyiuaQ8Y53xGrAr3mSLhH1k8pM/2RpaDnuWQ/0Tgji1r9EYOdW26gHfObzpWhyv+u8PXZvSLsRmRGJ8ZiZTYCJw3KtXX5niVqz7Zgc3HG3xtRr+4a+5A0JSQpR9K1LRqMcGN5Qd8QYRCguum5kDCULjW6vodiFgHA/62rxKXk9qaAcX+022+NoHgInor1YpjtaQfA40tJ5t9bQKhH6RHK1DeZAmQOX90GnHMBzkRCikeO8N2nuU/F4/q1s48N8bxJiUllseMV9ahVetctuWS4c7PyxE8D01TPc6Znvuu88pr47NiMCYzur9mEQgEL7Lqruk43dwBuUQIbF5XXIsnfjvkln1nxaowLDUSKVFKnFkQ/NeBwUnheP/yMSiubkN1qxbf7HCfQo0nePbP3lWLH16UZ9dn6i6C1jlvhqIoyCSUUD9dDtwyYwD0Rg5vrj4mtsmOUyNCIUGngYVGa0CnnoXRlG1llq10hXt/KMS9PWToRygkkElozB2SiKfOGuq3WQ0ShsbLF4zAi8uPQG/k0K5nXd5XRowKX1w3HjFqmY1sqLUUbLfPsMhjE7wLQ1NgaOF3+cfNY7G7rAUyuQIcz6OxXY/X/z4KAJAyFHLiwtBpYNGhZ6E1sGLksb9gLWU8Pz/R5ndGCx9EieKujEqPwjVTsvw2uKYr1ue8tffOwJqiWrAmJQSNzoiXrDIHByeGo11nQKeBhdbAodPAOi3/4kneWl+Kt9aXAgDm5SeaSlyYpYeF913lpc3RbTyAvKRw3DxjgF/KeksYGhKGxraH52DD0VqwnJDhub+8GT/srgAADEwIE2TK9cLY6tSzQgavn3LW25Zx1mN/AWKfGY1GUACkUkG9wyxNpJAyeHxJvk9UUkamR2HygFhsOeE/Dl6KgkmWm4aEEaI4reU2p+TGQiFhBAkohgbPGlHWpEWVhsXuU01i7VreJJmeGaPCnXMGQsLQvvqTPMZdcwdh83HP1ApzFbNMl5QR+o+hKDRY9d/MwfHCOpO0V2l9OyiKwsn6dnyx9RQMBiHAipFIwPPA0nHpmJIbfI77WLUMV0/OclqZwtNIGcvYk9AUmjosAW/5yRFIjlSI0dUShsLJeg0oisIjvxwAAHH8cTwPlUyCRxbnIVzh/wpQB6ssTsHLJvi/ChjBPkTSPvBot5LVfPwMUlIi0FBIaGiNHD6+cqyvTSG4gNJqTm5iTgxeOn+4D60h+BPWc2Nmtj0yB4cqW8USSE/+fhAn6uxnUt40IwdRShlKG9qRmxDuDZMJbuKti0fhru/2YW9ZE6bkxqFeo0dlc2evSTBz8xMQTWTtCYSAQiljbM7PLR39S3S7bdYA3L8gr79m+TU8z+PbneXYeqJBlKy31+aMEck2CaDWSiSxapm4XCgfyPmVXyJaJcUZBZ4tcRT0zvmuUBSFu+YOwl1zB9ld39oqyDhGRESIy8yZqDqjUJ9eZxSy8HVGFjoDZ1rGmpbZLn/yd/tRNuYIy293luP6adl+fYN20dh0XDQ2vdtynuehM3KY/8ZGh6Q/yho78NGmEswclGDjKBiWGhlwWc2hRmaMEpkxSptxcecc5yb8WI7HxqN1uObTne42zyn+clKS+I/CSswYHO+SpK6viQ2Tdxu7N3eJ9rJ3zrPGyHJYdqAK//p2n0dsdBRXpKT/KAQm5sT6ddRyUqQCS8dZOT4mZuKVCwsc3t58fZrz+nqUN/ZdHsRb9Ff6OyFcjgcWev9GNlwhxdc3TARgf2x06lm06QyCOoWRE1V59CwHg5EzKfWw0Bstij1GloOB4/HS8iMuBbjxPExqGCxg5/nAlUzx0ZnRmDk4+DKBxmXF9CgFz/M8mjsMaGhugZ7lIVeqxDITBla4Z7PuV/MyI8ujVWuwCWxyBnNwlM5oP7DGWYnE3wsrg1LuXsLQeOqsoT1KweuNHFo6DTCY+sa6z8x9qLfqO/MyA8vj172nscvFck29jb3DVa04XNXafUUvpEYpcPts/3eYSk3BO+eNTg2Y4ERCd8ZnB4b6EMGCuTxVTpxazNwhBA5a07U+GIPoQoGjtYJj9fubJpHzJ6FPVDIJxmVZfifL7pyGvMdX2m37wQah7N2/VxYF5X18MJMeo8JPt0wGIATQDXVAVXRoSqSnzSIQCB7mjjkDcYfJ7yHM5wgJU7/sPY3nlh3pc/t31p3AO+tO4KpJmXj67GGeNtcn1LXp8PDPB/q1D+vElf7yzNlDxcQXmYSGjKEhk9CQWr3KTa9SxtJGIWNsSj57m5BzzveEeZKvqcMgvBraoTNy6NSz+GZHGb7dWd5tm/hwOVIiFaZ6lkK9bgPHQasXMoc7DY5Nwkco/TeDZm9ZE/ZXtIiZ7GaZS57n8frfR52WcfpyWxm+3NZdzoLcoHoGnZHFE78eQmFFMyiKAm/qQClDY+bgeHEZx/PgeYDjLUETHMeL2V46nR48z0MilYEHb2nHw/62Xdbx4MFxQJ1G58uvQ+TmGQMwIi1StJHjew7LyohR+cQxX9uqxV3f7UO9RmcZdwBy48MwIEFt+c5h+o55c79A/Hu4Ln0LUz9Y+hDQ6YULoTkrkzP1oXX/nm72H6fvu5eNFn9T5gx58+/avJw2nbCSI5Vec8yvK67FyyuLoTey4HlBGm3W4HgwNG13TPF2xwtgr4/sjivY9pE/Oeatefey0QDQrc8AoKOjQ6jprhCCs8zXGQlNY8FQ/6zPppQxUMp6nizneR4fbizBd7vKoZZJxKxbhqa8onowKDEMV09IFbJ0lUqbcwdtUgqJD5eH5KQxRVGIVsvAsHIAQERE9/N6Y7se//p2L2pbdVDIGEhoCgwtaj54nDtn5yIrTm0jKd6pFca2WqUEBQpjs/w32MiTyCQ04sPlvbZZX1yLF5cfgVouqFOZ+8+6hrMneWNpgemcbVlmPfbkEhrzhyZ5xZb+opAIzvmf95xGYXkzFgxNwr3zB/ulEg2hO9EqKZo6DLjlyz0YkhyON5aODPiyM6FGSX07pv57LYalROK1iwqglpNpm0DALIt+zjubcfmkTFw+IYMEOAUgF30gqDCtvGsa8pLsB7AT/JsDFS14fvlhaHRGTBsYD5WUgVwqTMJTFGXzXA10mdOyml+xXsYJD+A2n62f1Y1WZUl6I+uhZRieGomfb50sBkMSPMuJOg1qWrVo17Ho0BvRoWfRrhNeOw1Ccp3WaPuqs3rVmpY39eBEumBkEp45rwAqGblWEwjBCENToCkKY55b7fS2n209hUil1ObaselYHabkxuHeeYMFpe8AJSFCgT/vmIrjtRrxOtoVmgY2HavHz3tOe9yelQerhdIzpgz8dj2LMRnRePacYX79PYfcleNwZSuWfrgVbU46le1R16ZDfnKEOEgZWsj8UUoZqGQMlFIGCqkwka+Smd5LLe+NHI/0aCUSwhVu+MvcA8fx2FrSAJbj0aFncfOXu71y3KyHltl8HpoSgZ9vnUwyBlzki62leLyP2igHTrc4tC8ZY5FzNf/WKcosCS9IVZvlS8wy8dav5tIE5mVDkiOEZbT9bbtKYQtji7J5lTLCe541gqEp6DgKlc1aKKQ0VDKJqR0AUDCwHDYcFTITFw5Nwvlj0jAv3z8dfwBwz3f78PPeni9ax2s1QB9lbyhKCMCQm2WUaQoQv2tTfwCm4AxO+G4Z2mq5sM66L/KTI2z71dSWttO2p36T0BQYq9+SzsihrKEDCikNhZSBlKFFu2jKVuXgwYV5uHR8hk+kznvjp33VeHr5MbvrjtdqetyOpiBG7kkZWvy92uujbuMK3fsoLync8tmqHcdxwu9BIhHHIqzGLkML+2VoQW6boiz9Y/5HUxRq27Ro6TRALunaV+bfEY/VR2rFv+/+BYMxY1A8hqX2HDXel2qDP9KpZ3H713uwpqi278YOEiaXWH3XwvdZ1+ZaINOiYck4Y5iQER9I36s34Hkeh6taseStf9y63wiFBLTV+KEpoNbF/juzIAUDE22VlAJxnHgCnufxyqpivLv+hFv3G6mUis5zmnZ97A1NicC5o9LcapsvGZFq+R2eqGvHu+tP4MpJWUiK9J9nFkLPpETK0dRhQEunAdtKGvHT7oqAUGwgAAMT1OL7iqZOVDR1YunJdFL3OkAYmhSG8iYtimva8PivB3HuqFSEkcCKgOHcgkT8Umh5/lz45iacVZCCl84fTpxuAcYjvxwQ57sOnnZO5cgVKApgKCELjzE/W9N0j9LnB063gOV4+Gl106Bie0kDln64rc92ahmDKJUMcikNhYQRX6PVMvFztEom/FNLEaWSQS1joNV2YkpONDlHEAhBAMfx+GLbKVEFe1BiGNRyIZHNyLmebPPW2uPdlh083Yq5QxJtFFgCkWGpkb3O+wLCnIurzvmEcLkp8dCUgMjxPSYK2ytPerxWg+92dU+4NpMTr8Y3N0xEQrjcZwG1IXf1+PtwjUuO+UGJYRifHQO1XIKLx2UgM0YVlHXQ31x91O5Jw9uYazcRXKO61X1ZYnqWgwtKzJiTl4DRmdFWTj/YOPvMy2laCGyhQEFrYEUpaJ2Rg87AQs/yuHZqlt0glmB0WtS09b/veF6QANb3IKPcG/PzE1GQHiUGHIl95UC/6Qyc6VXotxumZSM2rPdMx94IhP51NdCL4yFEYBuc76N75w0CbRUU1rWPrJfrdcLvSSKTi3Xt27QGdOhYcDyP9BgVLh6XTrJ6euCHPVV4duWmfu9nZHoUeAAsx4HjhJtKI8fjkvEZuG5qdv8NtcI8bkIdjc6IOa+tR01r/xVbRmVEgeN4sLxQU5LjeUhoGu9dPhqZseq+d0Bwml2ljbjg/a393s+Q5AjIJbQw5kx9pzcYMSYjEi9eMAoSkrFkl+QuTvhxWdHEMR9ALBgSj0NVlgDB88cET+BIsKOUdj8nEcd84DAyLQIrj9SLn59fdhgvnjfChxYRnGFgfPd7ut8LK3HxuHRMDkHVqUDmu5smYuuJBmw6Vo+4MBm0Bg5vr/PcPCfPA0aLFJ6J3ifR8h5fiblDEvDxVeM8ZhdBKOd29eQs7ClrgkZrRKvWiNZOQzdVu3Y9CwOrQ4RSAigAqURIdFHLJVDLGNOrRMy+NBg5tHE8cqIUonIjgUAIbG79ag9WHqoWPx+t6TnhqjfC5BIbJWGzup6e5TAsNQK58WE4d3RawDvmHWV2XqJbFbM3HavDU78fAngeEpqCVMqAoYXguD1lzU7tq6SuHRNeWGOz7NxRqXhj6Ui32dsXIeecv3NOLq6ekoWmdj0aO/Q4790tDm13tEYjDkpzvaCu/HX3dAxK9N/a8Y5w1eQsFNe0od3kuDFnawLWWZoCOiNnNyrFVU68sJjIZbqJ+xfk4f4FlnrNa4tqsOlYPXheuDmV0pSpHIPlH2cqz8CaIpHMyxs79HjPhUy1NUW1bssufX9D78efl5+I/7tkFBRBEHr81fUTxfcsx+N//5xEZUsnIpVS5CVFCP1i3Ud81z4U/hlYHv9e6XyN5L8O19hkrPeHvvptdEYUPr12vE9ru/SXqyem4eqJaYiIiMC2kgasOlSNhHAFsuNUVnI6ln4yshyMpmUGjsPLK4udPuZrfx9169/gSI2ghxfl4aYZA9x63EBg04lGt+xnX3mz3eXP/nkYz/552C3HsCZGJcWWh+cExTnRVdq0Brc45gFgbw83+DNeWe+W/Xfl5fNH4KJx6R7Zd6BwxMla7s7up6ShEz/sXeGWY3Rl80OzkRoV2BLiP++zTEqEyyX44IqxPrSG4Cyvrz0pvn/+3GFE0j6A2Fdhe85ad99M3xhCcImXV1vmiS4am4aHFg3xoTUEZ7HuPwD44rrxyIkPC/hreiiikkkwZ0gi5gyxKCbet2AwAKCl04A3Vx+FwZQUUtumw7z8RCilTJeyjV0l7IU5GAPL4/nlfdcbdoTZef6r6BgsSBkaT501tNtynudxvFaDI9Vt6NAZ0dRhQKvWgNZOQXmoVWvE0eq2PhOfKAC7HpziIesJBII3+ff5I9DcqUdmjLrXbOu+0Oh6TuI6eLoV7102BukxKpf3Hyjc9vUeLNtf5WsznOaXvaeJc96TUBSFSKUUYXKJeEOVHafGyfr2fu+705X0Yj8jNkxudwKupdOAua9vcFnuszdSo5S4fGImiF/ec8zOS+zXjf8tk1MAAFvLO3DTF94pdeAMfx+uQWO7HilB9uDM0BRumJ7j8va3zBScqTtONoq18/yJPWXNOFXfgeFpvUvgBAoTc2IxMSfWqW1unZkLAPhw4wm8sNz5YApv8eKKopBxzgfqDaQ1jR0Gu/Wegh2W4zHgkeW+NqPfNHXYr2cY7Hy3swwP/tR3sJC/ozME/vNAh9UzzYGnF/jQEkJ/+Or6CZhCsj0DCqNV1uXJFxcTZaMAw9x9a++dgZz4MN8aQ+gXh55eADUpSRCURCqlePLM7s5aZ+g6R8PzQllQI8vju+0n8MIqx5JbHvnlAB75Rbj3fXPpSJwzKrVfdhEch6IoDEwM71ZSzMyLy49go6k8ppmC9CgopTQktJBVr5QyOCM/FlKixEUgBAWRKim+vXESAGBcdgzu+6Gw3/ucl5+IAfFhYGhAxjAoSI8MCcc8AFQ1d/raBJexLr/tzqx/e4Ts3eb+imb8bcoOdcYxr5YxMLA89CwHCU3h3ctGY/7QJE+Z6Td06I0eccwDwOnmTvx7ZZFNlu+/zx+OpeMyPHI8guuUN3b42oRuUADkUhoL39wIqanGuoS2f3P85sUjQ0Y2xpoaN5Y5cBcUBcglNC79eJvQbzTV7aGGM9X0mT80CY+fkR/U8sNF1W0+O7aUEb77jh4CzGSmcTX8yVVgTONLQlupqnRpP21gPJ49Z5go+RZwBJBT+9xRqZDQFHhAlMzS64Xaho/8cgA8z1utA2YOisd5o1ODdrLfwLpeB8zbxKplmJ2XIP7czP0HXjgf3PXtXvCA2J9KhQx3zRmEjNjgfZAzBlA5o/n5iYhUSm3GHgCAB/5v7fFuYy8vKRzXT8uGXBIYahZqeWDYSeidP/dXEud8gBGptKhJdRpYUsM2QDlY2Uqc8wGOzshB7Xp1NkII4a7g4Lh+lAMkuBeO4+063AvLm/HKBSNw4ViLwhkpKUcgBCcXjEnDBWPS8PLKIrzrgprwe5eNhpShbaYXeZ6HzshhxYEq5MSHYXBSYKtvm9lxshFfbDsFCsJcv3m2MTNWjaxYNUAJJXGt1/2wu8JH1vofIfu0NzI9Ct/eOBHNHXrwPNCmM0KjNaK+RYM2HYsajdGutHO7lfPCyPE4VqvB/P4FXQYEyZFKm0gRA8uJNeE79SxGPfu3W483LDU4MmmDjeun5eD6ad2jhM0BKzoDCwMryENd/t/t3ba/dEIGaAqiLJggxW6RDrOWZjeK8uyc+HnHye4S0zwcr919oZ36tW9dMgpnFaQ4/iUEIGcWpODMLn8jb6p5Xd/YDJ2Rg0IVhuKaNlz1vx3dtr98ohAo01O/cbxFVt/ICvvts9+cqLn+2dZT+GzrqW7Ltz08J2hq4L5+0Ui8ftFIm2UcZxpXRg46IwudgcO93xdiR6nt9zl5QCwyY9ViTWzzK8vx0OkN4DgeFCMR65wbWU6U1Tf3l5HlcKzWfj0lPcvBGWGY73aV25WAilBIsP2RuVDK/Nvp885lo/EOgJaWFnA8oAoLA8cBRs7ym/5uZzleWeV8SQIzE3NiEKmU2pzrur63/lfa0A6dsftY+WXvaaeO+0eh4KgJlnHTFYWUEe9V+C7XEvNrY3ML5r+9w7YkpJMsHJokjjXL/jmb34m5Pj1rulfsSkO73ukHkpYOA/57dfDWpbxsQiYum5AJAD1+t4UVzbj2010uH2NQYhjSI+Uw8jxomuk+5nhLORKO59FpYHGqoXtgorPlX/4oBPKTIwKmdnRwhu+EHldPzva1CQQnqTEFw2fGqohjPkBRy5igf7YMdo4/vyiog8IJ7uVYrWNB9g8tyoPByCE9RoWzR6YEbbB0MHDnt3vxZw9KeuTaTCCEFg8szMMDC/NwuLIVb6w+Ks636gwc2vVGdOpZu/M9t3y1p89973psblAEZrlTqXdQYhgYU0IYTVOQ0BQYigJDU5AwwitDCet0egM2Hne9FOncIQl48bwRwjEY07Gsjuet63TIXFXeWnMMr7u5Ti8AvLKqGK+sKsbi4UkYnREt1mWnTT+U+DA5FgxNDKobL62BRd7jKz16jCVv/dNnm+w4NV67qAAArOR7BWdhm6YdPACVygCaojA2Mxo00c33CBRFQSahIJPQCDNJvyVFKrrJfqw6VO2Xkvh3frMXd36zt8f1549Ow8sXjAATZL8fiqIgZSio5RKo5UBEhMJuv/2ytwJ3f9d/KR9PMPHFNb2uXzQsCW9dMipgZcZomoKCZkx1w4VMqu9vntStXdZDy7DlRIOXrXOeVq0RQ57o+9qREqnAL7dNQWKEbx3IFEWBoWCV6WoJKrhtVi5um5Xb47Zfby8TJQrtsa3EPbXsXaGvceMId87OxaQBceh6a2PvLGl9/0NRgtNVLZd4PAiPooSb966JyhJWjn0PT0NERESP21pLWNlj5aHqXtd7ijVFtX3a1heMSfUpQiGcU+zdngoRz7YrKApiMFZOnBoJHh6fNE1BJl53LZ04Oy+xV1mxXaWNuMBOIJ6ZozUaHK2xH4jkaa75dGe/9zEvPxHXTrE4XK2jz7vStQ95ngfl4D1xWZP/Ke4QnMfIBY6aCEGgwjT27AUFEQKDdj0LI8sR526AwVpFbV7z6U58cd0EH1pDCBRK6jQorm7DJePT8c0O+/WJtz8yx+fPtQRbjCyHdh0Ljd6Idp0RGp3wKrxnuznm/7xjKtJjVDbqNgQCIbTIT4nAR1cKZaDNiVSHq1px3rtbnNrP3CGJYGhg+qB4xKpl/bKppE6D2jadjb+CNyXVWdPeLiiGq9QGm3blTR144Mf9/bLB3bhzruasghS8dckot+3PU4SMc/6jjSUe3f/yA9VYfsD+ZO17l43GouHJHj1+fyip02D2axt8bYbTnKxvd/gkePOMAXhoUZ6HLQpcpr+8DmVukKynKYjRRYxVoAoPQKMz9t9QH/DTngq8cN4wMLT/Zfsu21+F277uOxrPERjaKrDI1Hc80KPUeSCw4mA12nVGRKn6d8PTXz7dfBJP/XG4X/ugKJjGlCAFRJsi+YKRyhYtiqvb/G4So7i6DQve3Gh3XXac2sZJdqLO8XI5gchba4/jrbXH+7UPb98bvbj8CD6wcy+YEC6HWi4R+y9whNVdg+V4twTKebruljWtWgNGPPWX3XVZsSrxvAgIigTBzN+Ha8SyXK5yy8wBeHBh7/fEo9Ij8P0eYWKyqLoVeUk9B7MQ/A+GAlge+GBDSUBMSBAsDIy3lC6padX63b0QoXcSwmWobdNj2YEqnD2S1I4OVDYdqxeDIXc+Ohfx4YGf1UZwL9UtWpzxf5tQr+n7vnPCC7aB0evum4nsOLWnTCP0wjvrjjutflf45HzilCcQQgCe5zHvjY043oOiqCvkJoThi+vGQylloJQxbi1xd7K+PSB9ed7k98JKHKxsEeb5TIkmlS1a6O2okn505VjMy0/0vpEIIed8TrwahRUtTm93w7RsqGQSYbLWpn6kSYbbLOtsknkWl5sknpMiFD7rXEdxRFbaUZaOTQdFAUdr2tDQrodCIpyAGJoSJbC7fpfm5RTVPYOLMrk6utU2ts7E67KIpihwLAuKAiQSCeQSGtdMyXLb3xiMpEQp3OKc53iAY3k44t64ecYAk5PRqvYIRYk1Smir9xRFwcBy+GXvaXA8L7bnOE5wUjK08GqaoGdoiwQJbXJqmvdjDiAwOzeFdRQYGjirIBWLhiWJbf2dcIX7TuEsx0Nww/fed7fMHGDbZzD1m9Uy2ur7M7Acft17WpSQth6n9hzONA2xT3iOBU1RkEokNg5pmrb0K23qwzvm5GJIUoRf9l2EGx7meB4w8n2PrckDYjE8LVIcP3q9HhQAhUJuM7669lW9Ric6fMzrzVirwZjfC8spMajDRjXG9MOwHmvmLHTr/eQnqnDF+FRERfhfv322pRRP/n7I4fYn6/t2xucmhGFEamS3ekvW/SF8BT2sg+U76r7cMg4Nej0a2g3YVWZb/86cNStu39O+Tf+Ze4M3/ceZom8pikJcmKx7f9n5afJWC83Xf5oC0mNUmDE4vs/vzBVaOg24/rOd2Fna5FD72jYdYJIR7o1zR6VafTd995+98yS6todV31nte/epRlQ2C9mTHMeZvjeLrBZtSsYzj1O62z4sx+NMXzxr6j+5hEa0KWDJ7tmEt+03wFqdSMhoX2pVZ9Hd9JX53pVSB7NLzxuVKn6/RqMBFACZTOq+sSdsDiPLY+VB22DdrmPP/Gq5z7Ede7wp25mi6W6R75EqGRQSSzYmL/5ni70+pCkKcimNayZn9fl9TcyKEt8fr9UQ53yAMTknGptONOH3wkq8fMEIkwIPIRAYnWFRlfnrcA2umJjpQ2sIzjIiJRyrixvwr2/3YXRGNNJjVH1vRPALGJrCleNT8fkOS8koigKkjP88nxB8R1F1Kxrb9Whs1+P2r3tWXXSEWa+uF98rpDSKnl3UT+sIjjIizXHlttX3zEBuQpgHrSEQCP5Ga6eh70Z2SI1S4owRyZibn4jmDgMkDIWZg+I9OseZEaPCnbNzsa2kESzP26jpdZ3TNbJGUAAYia0PgQJQ16Yz+ed4cW6eoijwvNWMgmkuj+O7zu/xMAu1Wc95mMlPicCA+DBhbsK0D97KN2j2CZq37+pzNX82q2R3XafX68EDkEqkaO40YG1RbbfvqcTBxKkbPu9eOnHp2HQ8f+4wj6thhYxz/rfbpwIA9EYOr/1djP3lLdha0rsMcLhcgkcWD/Erh4EnyE+JEDOgiqpbcf1nu1DR1On0fgrSoxBtkuSYkBMrTlqaMU9mJkYocOHYNLdGDHWltVVwSvQmWxvKsByPBW+6NyLMGd6+dBTOGOF8Lb675g6y+RyK/bz5eD0u+3i7T4799fUTMDk3zuntuvabowRy/7ZpDZj4whq0e1F5IC5Mjv9cPMomu8OZ7/DJM4d6zDZ7mG3zx5IjLyw/4tb9xapl+OaGiV7JvAnkceMOTjW0O+yYd5Qbp+fgkcVD3LpPRwm1/vyjsNLt+1zxr2kYkmz5/jz9nT5+Rn6/tveHPo9WWYLKbv96r0v3bATfcfuMLGw6IZwHNx6tw/yhST62iOAotNXD8+O/HiTO+QDjjplZWF0szDF9vKkET589zMcWEZzhusnpNs75ZXdM87kCG8H78DyPhW9uQnGNY7Xk+8OVk7I8fgyChWkD423Uv8obOzDt5XV220YoQ8ZdQiAQIDikdzw6FwCw6VgdrvjvDoe3vWfeIJw/Js1TptmFoSncM3+wQ239YX7BE1j/XToji6v+t8OtJUS/21WOR88YggjinHcvhypb8MEG+xL3v9w6GTBooZAyiImKQEK4POgd810xsrxLjnkAKCxvRmF5s0NtdUYO103Nduk4hP7D8zwqm53v53n5iVBIGUhN2csULJmwEppCZqwKYzKjIaFpSBgKLMcjUiklWQNuxBWZ+blDEqCQMpAxtJi1TEHoN85oQEaMEpMHJYn9ZmR5xITJkBql9MBfEBpwHJxyzM8dkgilzHZsmRUgJDSFBUOToJZLwPI82nVG0BSFSTmxfunYDgaKnl2IhqYWGDkenZDZZDjY45ULRthIa5uzYq3ZWtKAsZnRSCHjyqOMSIvCiRcWw8ByMLAcHvxpf49lhwDgvvmDkBSptAkotO5LQHhQ++tQNeYOSSRjzsM8ffYwPLokH0aOg4HlUfC0fTl7M69cMMJWFcQqs93MMVMgorWDntA7Xc9fhMAiMdziTIoNI3LMBIK3yI61PPPKiWJFwBGtkuL326fgrLc3AwAWv7XJq2V8CP5DvaZvVS1HeGDhYIzOiIZcQkMmoSGXMJBLaMglNNRyCdTykJuS9yvatD2X3jxc2Qo2iUdCuCJoywkSCITuvLyyCO+uP+Fw+4k5MRidGe1Biwh90a4zYk1RLS6dkIlLxmeIy62z+81Z+9/tLMeuUz0n87x72WhMHxQPKUNBStNemf8LuTuBURnReHBhHv69sqjbunNN9cvvmpWFuxYkeNs0v2BYaqT4AFLdosXEF9f0sYUtl0/MQHyYAhKGspHhtJajiFZLcYGXI4oItkgYGoefWSh+Lm/swBt/H8XPe4VI8axYFTQ6FkoZjfJGixO/v3VOzbxywQjMGBwPKU2DYYRJdbVMQpweDjAvP1Eco0aWwxfbTuFpUz3zlEgFWJ6HlKFtgmxWH+ku7dKN1faDlqz56MqxGJkeBQlNQcIIcuUqGRNyQUyOEKmSiv2kNbB4+o9D+GZHOQBB8sjIcahptTz0rz7S+9j6bOupPo+ZFq3Ep9eMQ5RKBonJsd+hZ6GUejbKLxihKAoyCY1bvtqPnada+mx//4/7Hd538XMLIaFp8pDvQYTAFgZ5j6/ss+2rfx11eL93zs7FHXMGQkJT5LznQWQSGl/+cwrP/Hm4z7bOjL3ND81GUoTCruQaoWf6qk9P8D/+u7VCfF/ghIQrwb9IjiT15gONXwstwYALhxHFikDE7JgHgPHZMT60hOArKIrC7sfn9bj+jP/bhIOnW3tcb83LK52rb26mIC0Sn107nig3eBizimxzhx7F1W34YXcFftwt3ENd/clOAMJzZUK4HOEKCY7WaHDphAwsGZ4sBgRHSlmkRZHrNYEQLDjjmAeAbSWNNsk8C4Ym4skzh0JCU5BLGUS6ocwpwT4cz4PleFz3yQ63qWfe+tUeAPBqcGZIOOcLy5tx9jub+25o4osdp3HXAu/K+/ojSZEKFD27EK1aA677dBcOnO7bQfHltjIMT43EH3dM9YKFBHeRHqPC60tH4vWlI7ute+SXA/h6e5lbj2dvMn3x8CS8e9kYtx4n2JEwNK6Zko1rpnRXofht32n869t9bj2evRosN0zLxqNL+ifhG+wopAxePG8EXjxvhM3yPworccc3/atZZ01FUyfmvr6x2/Kbp2bgoTOGu+04ocSUnGiHnPPOMPgx+w7jTQ/MIiojfs5ba4/jrbXHuy0fnx2D72+a5AOLgpf8FPdnuU95aa3d5V9cNx7TBsa7/XiBTGWLVnx/84wcH1pCcIUvrGSZPV0jj+A5fr51sq9NIDjJr/stwbajM0gWVaBRUt9h81kpZdDSaSAT6wQb/rxjms1nI8tBZ+Sg0Rkx4QXnkpt6orCiBbtKmzA3P9Et+yP0TpRKhgk5sZiQE4tXLyzAocoW1LbqUNnSiapmLTYeq8P+CmFO4OvtZd3mR1feNi7o5KIJhFDio40l+HBTCXgeUMkYlxRrzaw6VINVhyz3g2Sezz3wPI/sh5d75VgDE8K8chwzIeGcf3d994nUnnhoXg4uHZfqQWsCC4WUEeSwJY5P7Bw43YJjNW1IjlIijMg0BTx1be6R9OqL5QeqkfXQsm7LR6ZH4b9XjSWynE7SrvNOrfOPNp3ER5tOdltekBaJT68Zj2g1ifbuiQ59zzJq7uT9f8rw/j/2A2xeOm84LraS/SFYaO004M11pV47Xk/17qwZmhKBb2+ciHAFmSTsi+93lnvtWDtONtq9fnXl2XOGkfrBDnLxh9u8dixH6smpZQxW3jU9ZB6s6zV68X1Lp4FkbhEIXkJv5MT3G4rryD1agHG8rqPvRgS/5dvdlTafNxytw67SRswZQhykhJ6RMDQkjHtV0b6+fgIm58a5bX8E5xiaEomhKZbPi4cnY/Fbm3psX9umB9GZIhACl+eXH/HYvklZy97heR73fl8oKjn7A8dqNThU2YKhKd5RoAt6z6nWwCIrVu1w+w83lxPnvB1+ukWI3Od5HgaWx7HaNix5658e2897Q8jeLHlhMZEqD3A+unIsWlsF2S570aA8z0PPctDqOew61YjrPuueXd0f9pU342iNBpOIc94pLp2QgUsn9Dyhx/M8tAYO1fVN2F3egvt+6V7qoz8UVrSgpF6DMWoiB9gTS8dlYOm4nvuI43gYOR4deiNu/Hw3dpQ2ut2Gl1YWkYnfHpA6EZTmLQ5VtqKp3UCc8w4wwMvRro7w4+4K4px3kJmD47G+uM7XZoi061mcqNOEjHN+X4Vw36eUMsQxH8BsuH+mr00gOEmtVVA0uT8LPFpN9YtX3zPdx5YQXOGnfZayBI8tGYIzRqQgiZSXIDiIQsqg9KUl3ebOHAng7Uptmw4GloOUqN/4BfvKm3tdr5Ix3jGEQCC4FY3OiGdXOJ7Q6yzjs2JIOcs+4Hn4lWPejDfnQILaOd+hNyL/iVXdlssYGj/cPAmxYTLIJQzkUhoyhoaUodGuafOBpYHD9FfW2dQg74mkCAWumpwFUtIzuHlrzTG8/rfj9Xp74+dbJyM1SgmaoiBlhHrZUoY21TcnDyXu5L//nMSzDtTy7YtIpRTf3yScS2mKAkNRoGmhLpdcwpCbEBdxp1xPnFqKDy4ZjtT4aNA0IKVpMAwlvNLCWCPYRyllsP+RaYiIiMBTvx/Cp1tKe23/y62TEa6QgKIo0BQFChBeKZj+UaApiOtAQRgz5n80xPcUJYwj2rQNqY/tPGMyo8U6UX1NiuXEq/HhFWMAWL5v2lRHkKIAmrbTn6BMfWRpb+4zytTPjNie9J+zfHrNeACOlWh57cICFKRHguoy7mir79/cnzQFaDQaUBQQFREhtKFt+4u26s9Q7buJ2dEATqLT4B0VHoJ7kdAUjByPvWXNyHQiSJ3ge0id+cBm7uBYrC5uwMaj9chNCPe1OQQnWXbLOMx/W1DT+WhTCa6fRsq6EPrPG0sLcPd3hU5tc9d3+1BU3YaHFpF8bH/gq+2nelz3/XWjMCiB3GsRCIFIm9aIFYfdkxAwJTcWH105FipZULta3Q5NUzb13XmeB8cL9eQ5ngfPAyzHmz4L61mOB8vzaGvTgOd5qMPCwJu24XlY3sN6GS8mEvdEXJgMux6b5+G/uDtB/YtRSm2j1+blJ0JCU6BpCp0GFmnRoZH90h84zvbHfN2UbDz1R99OvepWLV5ZVYTK5k7MH5ooTnBbE6GQYniadyQiCPbheSEz13yiYzkeHAewvO2yllYtOJ6HUkeblgknx8QI17LZY9QyPHP2UJwxIqXvxgS7sFb9Jvah6QJlfu3an+Z/MWrXsm5j1TK8sXQkpg8itXkdxZz9bt1PNv94HizL2/SRkeMwNjMau041OX28/OQI/O/qcWKWhyVyn0z29oezR6bg6x1lNnKzXbn3+0IMSgwHTQvOQMbk4ON4YGpuHC4cmxayjj5fc8XETHyxredJlZK6dry8sribc52ihBv7+xcMDpmMaX9jYk4skiMVqLKqgd6Ve38oxIKhiaIz3excB4CsWDXumJ1rE+SngCDZHkHKrvSI1PQFziVSvgHJgDgVimvbMSaT1LwONMyBrTnxZKI/EBkQp8Lq4gZkk/4LSKyzX+fnJ/nQEoI/Yz2HZuSEZ3kjx4mfm1u1YDkeSq0QKBepdG3u5WS9xs2WE1yB43g0dxjsrstLCkeKi3OiBALB9yRHKrD/kWkY8ULPZSvsMWtwPCbmxNpeCzgO/1lzzHRN4DFnSAKmDSRz584izKUCDPqeO1XwpnmdCKF0wJYT9fh2R7k4j2d28Jv9In3xwELfBMQFtXP+UGWrzee/D9eI75ftr7KJzCB0Z8WBKtzy1R6Xt+d44Ittp3qdEP/4yrGYm08m/nzBHd/sxR+FlX039ACN7Xo88dsh4px3gaLqVix807kbB3fR0K7HG6uPEue8gwx6dAX0bM/OXE9wuKoVG47W9iqXT3Cec9/d0mebkvp2lNS32133e2ElZg9JQBwpz+F1/iis7PU+xMxfVveIXWnTGvCJKZOb4F0ufH9rr455M6sO9dx/Y7OiyYOxk1Q0C9/56iM1qGjqIAHNAYZCKgSjPL/sCN6/YoyPrSE4Q41J1r6krh3rimoxKy/BxxYRnOFUk3Du/OtQDWYNJn0XaPxva7n4/ottp/DQojyo5UE9ZUpwgEkvrnHoXtTdaHRGrx+TYEt5YwemvbzO7rpRGVH45dYpYjIEgUAIXF67sAD3/uC4wsm64jqs66ME36dbSonf0ctc+tH2fm3/wI/7MSYzGgPivVsiM6jvNLt+mZdPzICUoaEzcrhwTJqPrAocRmVEIy5MjnqNru/GfTApJ1Z8b04czIhRYerAuH7vm+Aai4cl+cw5DwCZsSrc+c1eKKQ0FFIGSikDuYSGhKEhYSjsLm1CeVMHZgyKxwML80i9LRPJEUrkJYWjqNo3JTgiFFKx35RSBgqrfpMyNLaVNKCqpRNzhiTi3nmDQrokwc0zB+CtNce8ftx1RXXYcqIBCgkDijdCLqERoVZCQgtj63RzJ7aVNCBOLceDiwZjTGaM120MBI7WtuOCjx0LUJuaG4f8lAjwJpUZAOAhRGtKGAqDEsNR26pDTatWlFniYZJXgkW6CeARpZJ5/WYwGPn3yiK8t/6EQ21vnJ5j03eA0C8UAIahMG9IIg5Xtlr6zNR/Zlktc18DPAYmhiNC4VqGDEGgXqPDzFfWOzQpmRqlxJIRyXbHHkMDiREKxKrlOFzZCs7UQKPRgOMBVQsnLuN5QC6hMTQlgihcADZlaYg0X+DBi699ZwgQ/Aup1dgzeDnAk9B/kk0ZlCfqSMZrIDImIxL/21ohflZISR1pAhCtkvnEOf/I4iFePybBlvjwngPr95Y1dyud9v1NkzA+m8ytEAiBxvlj0qDRGfHk74d6bDM+OwZyCW36x0AmEea6o1RSRCqlkDJC6VCGEsofTskl/i53UN2ixenmDsCkyG1dxrCjowMUgDANDwoU/nvVWOwobYSRtTwDm5+sKApo7jDgh90Vdo5iYc5rGwAAn1w9zmtB0kE922IeKGa+3FYmvv96exlOvriYTMD1QlKkArsem4vjtRrUtmpB0xRaOw246cvdcEANwoZnzxlK6q75GYuGJ/caxcXzPHaWNsHIctDrOlHVokNUuBosz0Nv5GBgOehZHgYjh8NVrfixjxNcV/aWNWNvWXOf7Y7WaDA6IxqLhic7tf9gJVIlxcq7pvfapqi6FQ0aPWQSGjWtWtAUBY7nhT4zCv1mZDkUV7fh253lve6rKxuOOlaP52iNBmMzozEnhCVx75k3CPfMG2R3XXljB8oaO6CQMqht1YKiKLF/DKzwT2fk8NyyI04fd+WhaofaldS14/z3tpJozh443ez4JMw/x+vxz/F6tx3719umYGR6lNv2F4psdPBcBQAfbizpdf0HG3pf3xUypvpHc4fe4Wyh082dffafM7xw7nBcOoEojzS0CxJxS8emI4bI/wccje2C/Orz5w73sSUEZ6nVCGMvPUaJ+UOJrHagUdbYCQB4+9JRPraE4Aq/FlpUeN6+dJRNoBohdFn+r2l2l/M8j6M1GrAcj+N1GrR2GhCukKClrR16lgclkUFv5KAzsmjTGvHff046dVyWIwF2vuar7WV9N7LizdVH8fUNEz1kDYFA8CRdfYhd2XGyscd1xc8thFxCAvrcTbvOiIkvrvHJsQ9XtRLnvDs4XmsbsVyQFgmpKSt36bh04ph3gLo2Hea+vsHh9jdNz0GUSoZolRQquQQ0BWTGqIljPgD5ansZHvv1oEf2PSU3FrnxYWBMmbwMTUFiqvXLcjz0LIevt5dBozPiqkmZWDiMTE45yuHKVix+yzOy9wuGJiIpQtGt3yiKAscJzv9PtpRCb+Rw0/QczCZSnHbRGtge5dH6y+UTMyChTRGbNAXWoAdDU1AqFKYADR57TjVhR6lwY7n6nhkesSMYmDUoFvsfmYaIiAgA6BYZbyYtWmmpUQ6hRhIFAFbLzJGdsHpvvYwStwWGp0YiPznCw39d8LPsTstE2j/H6nH5f+1LXKVFK237BABMEbmUqXY5ZY7Steon8zZCe3M/A3fMHujxvy3YyU0ItwlwGPTYCuiN3TNI48JkUMoYUDD1k1X/2Lzv0n88z4ECIJEwNu3iwuRYQgIBAQj19wDgu13lePacYX1OVhD8izC5MDn0f2uO4emzh/nYGoIzZEQLNRPLGztR1dKJ5Eiljy0iOIO5pMS7607gqbOG+tgagrNcMjYFfxcJwba3f70XU3PjEKUiAWoE++wtb8Z5DpQ+c4XDzywgykU+oqZViwkvuOYM+r9LSGAWgRCIvPZXMf5v7fFe2yikNBhK8FswjJAhL2VoXDw+HbIQVoz1JCoZg8eWDMGyA1Wi6ihMqqM8eBiNLHgeoBlGVFK0p3DJW23D80BFU6fd421+aDZSo7z/7BW0V/vaNi0WvLlR/Lz23hnIITKxThMfLsfSsen4blff2bVXTMzEuKwYUkM+SDhnVKpbnPNjM6NBUxQOV7UiRi3DM2cPxbBUIVBGyggXM7OD1xoi4+Uag5PCBadsPyOtJ+bEQGfkcKxGg6RIBZ45eygGJ4ab5Ot77reHSb/1iULKYNrAOGw61r9M6/NGp2JtUS2MLI9Fw5Jwx+yBCFNIIGEoSE0BFB2aNlAUJTqYCa7B8zwGJYbhaI1t0N+cvATwAO5fMBhDiEPdbxmSbD9AcE5eAtJjVHhoUR6RLvVjbpyWg7fX2T4sJ0UokJ8SgYvGpmHhMOcc6ubakOS82DOj0izfDYllDjyGJYejqKYdhRUtvjaF4CQqmeVaZDCSrMlAwxzYtLesyceWEFxhbEakzWeSzEPojXY31YRPjVJCKWNsksvmvb4R710+GrkJYcRJ72WMLsyjLbtlLIZmknlwAiFQseeYf/qsoTCwnDi/vmREMgma9TIUReH6aTm4flqO3fXOzus0aHR44vdDGJwYjjVFtd3Wx4X5JiAzaK/y1hL2ADDbVDMgMUIOCU1DZ2RRb5KN64lvb5yIiVa10kOVf18wAi+cNxxVLZ24/OPtKG3osNvui22n8MW2U33uL0Ytw993T0dsWM/1ewi+J0wuETPX7J3w3ll3HK+sKu5zP7tOWSYnNDojrv5kZ6/t48LkSItWQsbQkEkER3BJfTtOdfndDUwIw7fXFJBa9F1gaAonXljc4/pvd5ThoZ8P9LmfbSUWyZ7jtRpc+pH9rFMzGTEqxIbJIGVoyEwO/ON1GpQ32kakJUUosO6+mVDKQtsR9sV1E+wu79AbcdEHW3HwdGuf+/h5z2nx/Q+7K/qsnWMeW2JwBUNDSlN2b0oA30UN+iPf7yrv5pgHIH53a4tqEauWCVm4lKWuESA4trqWgun6yN93qRihQV/3La7w221TUBDkEvrWwZrWmPvv0y2lphtxS/850m9d6d6PlgU6I4c2rXsm8cxkx6mx4l/Tgjqw4FBlSzfHPABUt2pR3arF2qJaq4coIYO+LzhOyMKnaOH+wZHx54mx95+LR+Lskalu3687OGW6do/PiiH3WQFIU6cga//wojwfW0JwFnNJj4RwOTJiVT62huAszR3C2LtvwWAfW0JwhVfXWMrkvHTecEQqpT60huDvTBsYb7eUVUtLC/ZWtOLqL/Y7tJ/Tzd0z+E43d+KstzcDAI4/vwgSci/mNVKjlN36tVPP4qr/7RDVB7tyrLYdQzO9YR2BQPAEn1wzDtd08VV0rT9vXXI0UinFiLRIUU2WoSnsLG1Co6k03MKhSZicGwsDy9tkdJuzvzmex4TsGIzJjPH43+Zuqlo6MenFtW7fr61j3HZSxxwraZ63ET+b5nVomu6xPS9u1/eczrN/HsZz53i/LFzQOufvmjMQMwbFo1PPoqi6FS+vLMa8/ESEySUwcJyNU6MnLvloG/6+ezqkDA2aoiBhqJCNkmFoCmnRKqy/f5bd9UaWQ+6jKxzaV2O7HrVtOuKcD3Bum5WL22bl9tqG43i0aY34flc5ft13GmqZpMcbWjP1Gh3qNbo+j3+sVoPDVRoUpJHMN2e4eHwGLh5vqadrL/CC5XhotEZ8trUUKw9WI0olxZYTDb3ut8xUQ70vqlu12HSsjtTR7AGVTII/77Bf186aDr0RFU2dePzXg2jVGpERo8SqQzW9buPo2DLz5G8H8fFV4xxuH8zEqvu+XplrNAcadW2O/yYCEZ7nkRqt6vNG3BPOV09zsr496OtRUujb2x6IfQegW9ChP7HphHCvdubIFB9bQnCFNcUNUEhpTCBB5gHHsdp2AMS5G6hsOtGIcDmDqblxvjaF4AKfbxfmCO+aO9DmeZlAcIY315Xik229B807QlyYHFdMzATjSOQpwaNUtXT2OI/5yw2jMSBe7WWLCASCO5k1OAGlLy2B1sCitdMAjc6IN1Yfwx+FlWKb6YPisbesCW1aI9QyBhqdERzHw2gq8dpoNR+48lA1Vh6q7vO4gVirXuPmhBMz/jCnEx+m8Mlxg9Y5T9MUxmRGAwCmDozrJoHw7/NHYGAfzmSeB+a+bpttdfXkLFI/rAvljR2otBPtCQDTBsb1mCFKCH5omkKkSoqzRqbgjdVH0aFn3br/Kz4vxN6Hprp1nwQhGCdSJcW5o1Lx+t9H3b7/G7/YjYNPL0CYPGgvQR5HJZNgUGI4pubG4bW/j+JIVd+Z9s6y+kgt1hXVYlZegtv3HWiUNrT72gSRJSOSsXhYslhLiYIQ9BajluHMghQi2W2HwvJmX5sg8soFI6CUMWIULwUh2GzpuHS7ShWh3p/Nnb5/SDOTE6fGvfMHgzPVL6MgKCI0tetx7dTsoJo8La4RznlrjtTgiokkFSgQ0Ro4X5tAcIEIhXBv/Ove07hobLqPrSE4S5hcgpo2PZFDD3DWFtXirrmDfG0GIUA5Z0Riv53z3904kQTY+Qk6I4uXVhTZXVf60hLxWY1AIAQ+CikDhZRBAoD/u2QU/u+SUT22veObvTbO+964bmq2qM5oVtucPjA+4BzzADAwMdyuakxf7CtvxqajdciKU4PjedAUBZqiUFzdirfslBXwBYUVzT45bkh4RjiOx0M/78f3u4QbpDC5BJ0Gx52ENAWYE5PIQ7ItP+wqx/0/2pdrun/B4D4zqwnBS0mdRiwn4SnmDo51SMKW4DhF1a1Y+OYmjx5j8oBYyIg0m8vMfGVdj+VF3E1WHIkC53kecj+SDf/XnIEYlGi/hjqhOwaWR7RKiiaT1KwvmZQTi3NGpRKZcCfwpwfWx84Ygtl5oVFPclJ2FP48WIvhqZF9Nyb4HRnRCpQ1aWFkOSKFG2DIJUJ/kQDWwCRaJcigt3QaiCR6ALO/ogV1bTrEhxOlR4LzZMepcNm4FHy10zGnTVcGJ4YjWi0Dz/Mk0McPuPu7ffjrcHeFwk+vGQe+79pYBAIhAPhzfyVu/3ovACAnXg2FhAHL8TBwHFiOh5HlYeQ40ysPI8uh3cHkw/FZMXj8jHxPmh8QjEyPwkg75TQn5sTgq+1lfqFEGh8m98nzc0g89b2w/IjomAcstdx6Ii9RjTNHpuGm6TlkQqMXeJ7v0TEPAK+sKhZrku9/aj4iFOQBNZRwZ23dpWPTkR2vxrVTsiGTWMYkiVJ1P41ulJK5ZHwGMmNV3fqN0D/c6ZhXyxhcPSULWbFqXDAmjUwA2OH897ZgT1mzx/afHKnA7B7UCRhT/apIpRQ3zxgQ1LXFPUFTux6jnv3bo8dYPDwJ0SpZt+UUBUhoGgxNYWJOLOblh4ZT1518vKnEprabJ7hsgn3ZWvPYkzI0rp+WjYRw30ic+Yr0aEHFQSkj55xAJCVScM6zPB8aD/tBRILJGRhMShyhREFqOHaVtUCjMxLnfADy/JmD8Ogfgmpch94IgDjnCa5xxfhUbD/ViuO1Gqe3La5pw/w3NuKBhYNx60yS7ORrHl40BMsPdJenvvqTnbhzzkBcP4GUayQQAp0PN5aI70vq3KuauaO0EVkPLcMFY9JQkB6F0RlRGJpCAuDNxIbJsfvxeeB5Hl9uL0NJnQYcx4M1BT91jYEqrm7DrlNNHrHlu13l+G5XuUvKAP0hJJ7XnXVkFNW0o2hVMQYmhJG6yL1QVN3mcFsSUBg68LwQSTY4KRzL75yGiqYO3PjF7n7t87KJGRiRFuUeAwl2Mffb6Mxo/HnHVFQ0deLmL/vXb1dMzER+SmhKMXsCnufBcjz2PzUfu0obselYPT7ZXNqvfWbEqnH/gjz3GBiEtOuMHnXMA8CsvAQ8f+5wjx4jVNntoZt2ax4/Ix/Jkd3l6An9x9OOeQBk7PWAueZbTlyYjy0huEpiuMyvlCcIjlHaKJSKyybKRQFJq9YIGUPZLVND8H9e/OsEACArVoXMWDIGCa6TEqnAjzdPwshnXA8SJqqt/sFX28t6XCclgXQEQlBwxcTMXpNP3cGPuyvw424hcfjY84uImmIXKIpyqJzeqkPV2NVPH1NfnKxv9+qzWEg451cf6S5BAwDnjEzBr/ssUkPXTc1GkloYHJkJUSGf5aQ3cthxshHmRMofdpXbfF/OUPD0XzafieS9f3KkqhWL/tO3pHlqlBIG1iTvYpJ0MZres5xrkRhDkiNQ16bFGSNS8NCiPEhMWWskk7dvdEYWC97Y2GcgUmqUEkaTLI+B5U2vln50FpmERm58GGpatbh4fDrumD2Q9FsvrC+uxdWf7Oy1TVq00iKVJMomWeSTnCUnVgmZhMbpFh3mDUnEM+cMg1xCg6Eo0ORhsk/0rGcjy+QSGnfOHujRY4QyP+/tX73Hvrh0QgZxzAcwf9w+1dcm+C3mrN2bv9yNwifnkwzQAIOmKdS06fHFtlMOTXIQ/AezLPq7609gxqB4UnM4wKAoCnqWx13f7sWbF/dcp5Tgn9wyLROvrC5BaUMHsh5ahseWDMH103J8bRbBT+F5Hjd/uRurDtXYlEJ1F3oj594dElzi/Q0nely3uqgWV40Lbb8BgRDoVLfqPO6YN3PphAzMG5JIHPP9YMageAxPjcSB0y0eO8bB0y3EOe9u5BIaOiOH1CglLp2QAZbjMXNwPEakRXV7aDLLZEdEkGzPJ347iG93lntk36+sKibOeT+gQ2/E4cpWSBkaPIBLP9rm0HanmzuRGCHHwmFJkDKCbK+EoSChKUhoWnhlzK+UyWErfN58oh4MRSE2TJABHpwUgfNHpxJnrpMcrWlDu84Ihqbw16EahxRCTjcL2TiXTcgQ+4g1GiChKaiUCkhpCgxDQWqSYpYyQr8xNLDxaD2UMkacNCxIj8IZI1I8+jcGA+WNHajT6MDz6NMxDwAVTZ1YMDQRsWFycTwJ/SD0l3UfiWOOodGg0WFvWTNSopSQS2hQFDA7LxFD44X+Itc014hWSfHqhQW474fCbutmDIpHarQSNAXQFAUKwqQsRQExKhlunJFDshZ9zLuXjUHWQ8vsrrtkfAZoSpCfpykKtOkaxNAUpubGYVYPpQYI3uPPO6bijP/7p9vyvKRwjM6MFvoPlNiHgBA0dsuMAYhWdy81YIbc6/fN1AHR4vsGjY445wOMqyekYktJEx7/9SBxzgcYcWrLWFt9pIY45wOMy8el4Ps9Vfh1XyVxzgcgl4xNgUqpwNN/HAYglMckzvnQ43itBgaWE5MOGJoCzwM8AI7nwfM8OB7QGTisOiQkgjnrmB+ZHoWUKIVduXQAKEiLRJSK3Hv5kqqWTkx6cW2vbX65ZTI0GscVZQkEgv9x9Re2c31LRiRDQgvzQ5a5ImHegaYtc0fCXJJ1O9O8YNfPAKQMjaumZJFyz25AIWXwxx1CkkVv8zo8z+ObHeU4XqsRr93m6zjHAx06o90E5MsmZODMAu/6OkLCOX/ZhEz8b/NJrLtvJql77AS3z871mHP+k2vG4VRDuzipCggT5JTo4LBMuFIAYPrMgwfHATx4USrffLJMjAiteqDuIP+JVS5vW9Oqw0OL8hDu5MXlonFEnqu/bDpWhyv+u8Pl7e+aOwjxppqWjjoplo6zX5eX0DOnmzsx7eV1Tm+36lANTr642C0BK+b+JbjOBWPS8Of+SqwvrrNZvuGo8Hnbw3OQFEmuP/7KgafmY/hTf3Vb/s2OMswaHI9PrhnvA6sIjjAsNRIvXzACD3SJZC+qbkNRdRt+umUyxmRG97A1oT9YR/PnxBNp+0CjTcf62gSCi1jf+91AnIIBh0JKgjIDGQlN4aKx6aJz/r9Xj/OxRQRvUa/RYexzqz1+HPLsERhc9MFW7DjZ2OP6m2bk4MEFeUSJkEAIAqbkROOHvUKg1IVj0vDKhQU+tojgDiiKwqUTuvsxtAYWI57+q0d1mufOGeZp07oREs753WVCzdGdpY2YkhvnY2sCh7RoFUpfWgIAPWaeuco1DmSQOguRHXOeD68Y06968MOf+gsDE8JwrFbTbd1lEzLw6JIhUMlC4jTjVcZlxfRv++dXY3BiOIprukf5Xj05Cw8tyiOTS24gOUKB+HA56tp0Tm8757UNKKlv77Y8LVqJN5eOxNh+/gYIznHwdM9BDi+vLMLrS0d6zxiCU/SWybKuuA4cx5OJFT/mYC9yZee/t0W8TyV4Dp7nibpRgFGQGg4AmD4o3seWEFwhO1aJkw2daNMZQTRcAotYk/JBXJjcx5YQXEUlszwDN7XrfWgJwZsopQwyY1U45YAaYX9YV1zX59zqrTMH4IGFeR61g9A79Zqe52/W3zcTWV6UOyYQCJ6jskUrOuYB4IfdFcQ5H+RsLWnotWyML+Y9QsJr9vYlozDt5XX4bd9pTMqJJZOwTrK2qMbhthJaqGNs/oa7/qbNa6yXW9pSNp/Nb8yfaZoSpUXoLjsOV0iwcFiSw3YSBOYPTeo2sV3bpsWNn+9GbasWLM+jprV3x6I9xzwAfLW9DLPzEpCbEAaFlDH9o4nMsxtQSJlu/WZgOTzx2yFsKK51qN/sOeYB4NMtpZidl4CsWLXQX6TfXIamKex8dK7Nsn+O1ePBn/aD5XhUt2p73NaeYx4QZO8/3FiCaLVMGFMSWhxfDLm2eQydwX4WokJK49lzhhHnlR8j70Ux6b3LRoPjedAgfeev9HZe2/bwHDL2PATPW6JayPcbePxxoBYAkEMmjwMSjUn5IDuW9F+gcbBSeL6akkvKEQQqm483iO/PHZXqQ0sI3kQtl2DD/bNc2nbFgSp8/M9J8d5pT1lzv2x5d/0JjMuOwazBJDzLV/xx+1S8tKIIX2w71W3dDZ/vwt/3zPCBVQQCwd3sq7BNwnn/8jEwspzgdyLzq0HJlAFxuGl6Dj7YWOJrU0RCwjlf3iREP36/qwLf76oAAPzv6rGYnZfoS7MCBmcm5Ywc73TBpcQIObY8NIc4lnxAc4ceI5/522P7v+6zXd2WPXfOMFxO6l/2m/c3nMBLK4o8su8r/9ddMv8/F4/E2SPJBIWz/LK3And/171eeX/463AN/jrcPWiq+LmFJIjCQ7yxdCSu/7z7+Uxr4DD0SaE8CMng9U96UwG55as9AIDrp2bjsTPyvWUSwQkuHpeBTzaX2l038cU1AIAtD81GSpTSi1YFP4erLYGXJAAi8NhVJihOkJIrgUengUWdRsjWbdMaEUlqDgcUe8qFSV5yxgxMdp5qxnVfHRA/H63RYHBSuA8tIvgDT/x2EJ9v7e6k9STXfLITx59fBAlDyrJ6k0OVLXhn3XHIGNpuLWIA+M/Fo7xsFYFA8BQHKm2T1m7+0nVlYTPE5+G/jHt+da/KtktGJHvRGgsh4ZyvbrHNTpQxNHLjyU22o8wanIDSl5Zg9LN/o9ED0l41rToMeGS5+Pn+BYMxPDUSAMBDmBQU3f28pd48zwOp0UoMSe69VjahZ1gnAymcQS1jIJPQMHI8WI6HkeURGybD9IFEYtMdnKyzn1ndX8LlEkgYyqbfUqOVGJ9NZNRdoS8FA1eIVcvA8kLfGDkOHAdcMSkTUpo8vHuCnaWNdh3zhMDg9q/39NmmpdPgBUsIzlLW0IEFb27ss50n72VClfgwmfheZ+RIqZsAY3puDDaXNOGtNcdw84wBvjaH4ATWai+7yxpJMkGAMTZDmMNYW1TrY0sIrpAapUC4XII2nREA8MqqInx8Fak7H+qUN3pW6r4rZxak4KbpOcQx72WqW7RY8tY/dtf9dfd0JEUqEKEgAXMEQjBx3aR0fL2zEu6cTRiYEObGvRHcSV8lZ5ftr8KE7FJcOSnLOwaZCAnn/JYTgjTV+OwYfH/TJB9bE3g89fshfLql1GvHe2VVsVPt19w7AwPiycnPEd5cfRRvrj7m8ePEhcnwz4OzyWSumzCyHHIfXeHx4yRGyLHxgVkk+7ofaHRGDDNlUnuCr6+fgMm5cR7bP6E7R6p6rjdvjYHlICWTKH7Hn/ur+mwzNivaC5YQnKWi2bHJUCI5534Swi31kjU6I7mfCzDmD4nDi3+dQIfefkkWgv9iXbqtpK4ds0nZ4YCiIE1IGmjVGn1sCcEVUiIV2PfkfDFxhMT+hQZaA4s9ZU24/rNdfnHdvG/+IGSSsiYeo6ldj0+2lOKtNY7Piw5KJMl9BEIwEhcmw/Jbx2HRuzu7LJdjzb0zEKkkATnBxIKhiVh1qPfS3ZuO1RPnvLs5VtOGH3cLUvYPLyJPt47wz7F6fLerHH8U2pfx8TQFaZGI6HICpCjbOvaUadmYzGhSj89BBj26AnqWc9v+Sl5YTCbEvUBpfTtmvrrebfsrfGK+jURma6vgeIyIIAoU/cUdjvlpA+PwxXUT3GQRwR1cOSkLV07KwoGKFpz5tv1o+mQiHey3mMsNFDz9V48Z8sTx6J9MHhCH0peWoFVrwIin/uqxHUMk1z1CSqQclS06/FlYiaunZPvaHIITxKotygeN7XrEWH0m+D93zcrCm+tK8cW2U7h+Wo6vzSG4yFfbT+GyCUTWNNCwLrW4tqgWR2vaiGMuyLn6kx3YVtLoteN9fcMEJEcqkR1H5jG9zZGqViz6zya76+6aOxAcx5vUWwXF1oRwBZGnJhCCHHtzRJMHxEIhJYk3wUZv6id3zs7FPfMHe9EaC0HvnLfOqE6PUfnQksCgt8lrb5ATp0ab1tgt2pzq9gYwsjzOKkghDmIH+GLbKZcd86lRSqy4dSwA4sD1Bf1xzB97fhHJ5PUid3+3z+ltdj02F3Fh8r4bErzOphON+HhzOeQyCaQMjU3H6nts+/gZ+WSs+RF6I4cXlh/BocoWSBkaEobu9d7m7JGpXrSO0Bel9e24/8dC0BQFKUOjuKatx7YXjEkjdbU9RGWLIPumlgf942LQUd7UKb5Xy0nwUaCxr0IInFXJyNgLNPRGy/N2UgS5NgUDRMY6+EmJVHr1eJd+tN2rx3OFC8ek4ZULC3xthlsxsFyPjvlfbp2MURlESY1ACEXSo22vAVEqKd66ZJSPrCF4ksfPzMcPpgTurry19jj2ljeL5WMXDkvGtVOyQHkhESTon/homsKQ5AhEKiXEAeIAiRFynzrnS+qdq6N913f7cM4oMqneF2ePTMHjvx50aVuGpnDx//ZCJqGhlEkhk9DiPzljeR+lkiElUgG5lIaUoSEzrcuMVZOo4H7w1fUTcNnHzj/AxYfLcf57W6CQMJBLacglDBSmV5mEgszksFLSHBIj5IgIaxP7jKEp5MSFISOWBDQ5w1NnDcXfh3uXyLEmLkyOGz/fBaWMgVLKQCEVXpUyBnLzGJMwiFHLECaXQMJQNmNrUk4sCU7yILd/d8jh2lNZsWrUa3TkPsNPOFTZ4nA5nqEpEaht00IlkyCMOCH9gvc3nMDO0iaH2i4enoTaNi1i1XKbbDeC+zjV4N1aq4T+Ex9myZQnpYoCj4wYYZKwrk3rY0sIzmJ9HcogiSEBSavWAAlNwWjStO/QkxIFwc4L5w3Hz3tPi58TwuWW7GnenEnNg+PtZ1gGIz/srgg653xvgfTnvrtFfJ8eo8T4rFg8c/ZQEqBKIAQ5LMd3k7Tf+tAcH1lD8CQtHQbojL2XrrFOyNpZ2oSl49K9MkcYEleaGLUUWoP75LyDmb/unmHzeeQzf6G5wz9uQB9bMgSz8hLAm7wlUoZCIolId4gIhRSlLy2B1sAi7/GVTm1b1tj/Sdndj81FLHFaucSUXEHWd11RLa75dGffG5ioa9Ohrk3Xr2MfenoBeSBxgtQoJUpfWoLX/yrGW2uP99m+XqNDvcb1Prpr7kDcNXeQy9sTeuefeybh3U2n8NXOvku8LH5LiMJ/dPEQ3DCdSND6mlEZ0Vhz7wzMeW1Dn20PVbZi/PNrAADbH5lD7iv8gOfOGYYJOTG4+7vCPtte++kuAMD0QfH4/NrxnjYtZLCefD5/TJoPLSG4wg97q8X3PM97JeKf4D7WH20AADxz9jAfW0Jwlr+LLJN6KVHezcYluIdLP9omOuYXDE1EjpUSJyE4UUgZsQxWb7LnvuL326cgM0YNULYlPoVXgDZd44V1lN02jtwHhEK5w8PPLMDqI7XYVdqIz7eestumvLET5Y0VuGxiBkaTbHoCIahp7DDYKDebrwWE4GLz8Xqnkh7HZkbj7UtHey15JyS8LjoDB7mEyM26wm0zc/H88iO+NgMAMCw10qZMAcF5aIpCTpzaaYUCVxmRFonzR6eRWpduIErlPUm9kelRuHhcOnHMu0i8F5x7i4cn4apJWR4/TigTrpDg/rk5GJIag+oWLbaVNGDXqd6zedu0Bvy0uwIMTYEHD44DdpxsxPlj0jA+O8ZLlhMAoazRtofn4Kvtp2DkeLy3/kSv7WlKqC0ql9CgKQocz6NDz+JQZQseWTwE4UTW1GtIGBrnjkqDWibBgdMtONXQgd8Lew+SiVPL8OPuCjC0MDHJ8TyO1miQE6fGhWPTiHPSScIVluu/lCHfXaAxPMVSH5n89gOPsiYhY35/RQsWD0/2sTUEZxicYFGLI89RgYfWwNpk16465LgiGiE48KWKVk6cGhFKKTieF/5xwJTcWOQnR0BCyqe5BZVMgrMKUnDnN3t7bXdmQQpxzBMIIcDBStvyeRzHE3XSAKayuRMvrSjC1IFxkDIUKFBgOR7NDqjeKKQ0bpiWA7mExnVTc6CUeU99LiSeGI5UtaJdz6KpXY9o4iR0iJZOAwqe/sst+0qKUOACq6wbI8dDJWMwKDG8S0uzgDCFcVnRJNPazaw+XIPrP9/l1WNeOCYNVxAHYr+5+pMdWF9c57XjXTo+AxeNS/fa8YKJu7/bh1+sZPE8xbuXjfH4MQhCQNPlEzPBcjwu+Whbn+17Ukz4blc5icL1AUmRCtw7fzDKGjr6dM5zPPDwzwfsrjtao8FPt0z2hImEXpg/NAnz8hPxxupjfbb9ee9pG0lSa6YOjCMZjE5S2mCpWd7cYUAamZ8MKJYdrPW1CQQX6dBb5Bb7kl4k+B8rj3jveY3gfjYeb8Tesmbx8/0LBvvOGIJXOVnfjlmvrvfZ8Ykinn/B8Y4WtyMQCIHM9FzbBJqcR5YDAN67bDQWkQDZgGPyS2sBoM/EDntoDRxum5ULhdT7JeFCwjk/Ky8Bf+6vwqhn/0ZatBKLhyfjwYV5pDZlLyilDKbmxuGf4/V9N+6D6lYt3l7X3WHxwRVjsGBoUr/3T3AMPev90g6P/3YIj/92qNvy9y8fg4XDSN87Sn+kz13hgZ/244Gf9ndb/vX1EzA5N86rtgQabVrvlAHJemhZt2V5SeH4/NrxSCCy3G5ngOkmvS8WDUsCTVOgKQo0JQSjLdtfhdeCrGZfILGtpAEXf9h3YMWYzGgkRshBURQYigJDUzhZ34595c3471VjvWApwR5T/70Op5s7+2y3cGgSGJoyjT8hsOaXvadx/ug04ph3gbQoy3UkM5bUTQ40lgxLwHd7qpCfHLzStMGKSsYgRiVFY4cBE4jiTsCxcEg83ttURtSSApSJ2dEYEK/GiTpBZXBYaqSPLSJ4C1/Xkn9z9TG82SUY9e65g/CvuQN9ZFFwU/rSEhw83YLi6jbc+0P3MlrL9ldh2X5hvuXcUalYtr8KMgmN+fmJeOrsoYggimoEQlDQk1/wlq/2ID85QlQyuXH6AJukU4J/svzOaVj81ibMHByPKKUUHA+wPA+e57HmSC10xt79YnmPr/RJed+QcM6/felo/Gm6sFY0deLDjSU4WtOGSKUUBpaDgeVhZDkYOR46vQE3TsnA3BGhPZkhk9D48voJAIDLPt6Gzccb3Lt/hkZLpwF/FFaCB5AZo0JBepRbj0GwZfHwZIcyN3VGFizH4/31Jxyqm+0KN3+5G5eMz4CEpiBhKAxJjsCFY4jsbE/8ece0PtsYWA4sx2P1kRrc/nXvMl2ucunH23HJ+AxIGcFxNTojGmcWpHjkWIHKx1eN63W91sCioqkDc1/f6PZjF1W34ex3NmPm4ASxj8akqrtFgxI8Q5hcgpx4NSgIzkGKojAmMxrvXDra16aFNI6WVclLCkeUSgqaosQajU+ckU8Ul3zMlNxYfL+ros92OfFqU98JYy8jRoXXLyog9xUucrDKIvGnNXAIJzFfAcXra08CADr0xj5aEvwNjc6Ixg7BSSShiYxxoPH5DkHB5VhNWx8tCf7IikO1omMeANKiSXBfqDAyPcoplbPGdj2aO/Tifeb2kgY81IMCl6u8sfoorpqciSgVeRbxBMNSIzEsNRLnj0nD4cpW7ClrQnOHHq/+ddSmnVkVUc9y+HnvaVw/LQf5KcQ5TyAEA3wvKhmHq1rF9/f9UIiT9RoIs0QC1tMM1jMOPIDrp+UgUknOE94mPyUCpS8tQXF1G5YfqAIPoY85nkdBWhR2lDb2uQ9fKKeEhHN+e0l3x3JvEtH7Tx9C0YgMT5rk97y8sgjv9iEB2x/0LIcHfrTNzF1330xkx6l72ILgbiqbO0XJD1/wzY4ym8/5yREkOt1Bnv7jED7ZXOqTY1v32yebSzEyPQrpMSSrzh6+KCVR1aK17SMAm++ZhIjQjjfrNydeWNxn9rxGZ8Q767pfN/c+Po84eH3IoMRwfH39BFz68fZe2321vazbskOVLX0G3BA8y8sXFKBNa8SKg9W9trN3z5oUocDUgUTtxRWspbVlEuIgDDTMWQFkQj/waNNaAiqiVGRSL9DQ6IT+SyARTQHJifoOm8+l9e0YEB/mI2sIvqCkToPZr23wtRkiJ+o0GJNJAu09RbvOiPlvbHRIpeuckSl48syh5LmeQAgijBwPuYTuM6MagN25vp6oa9PhpfNH9Mc0Qj9Y8KZryXCbH5qNcB8oo4SEcz4u3PHa5bdPz8TFY0K3rgTP89hf0YKsWPc7yeflJwKAkFEICjQtvIICxmREI4vIZnoFrYGF1sCiqUPva1NsuPqTHZAxNNKiVXj38tGIC3N83IYKbVoDtAYO/lQC69x3t0AuoZETr8bbl4xGJJlIBMfxaNUa0Gnwj1qhZ32wC3IJgwilFB9dOZYEU/RBVUsnJr3oeuDS4MRwLBqeBI4XpNLJA7x3+W3fafzr230ub3/FxEzEqGXgAVw9OctdZhEcQGtgcc47m1FU7VrGIUUB/5ozEDwvZLtNyY11s4Whw4A4y3VCTpzzAUeDRrjHr2vzblkkQv+JC7PcM0gYMvYCDXPmVE2b1qd2EFxj7uA4fLu7SvxM5iOCH52Rhc4ozK9wHG8TnOgPnP/eVgDAlodmkzJNHuBUQ4dDjnkA+HVfJX7dV4nHlgzB9dNyPGwZgUDwBlKGxrp/TcDk17a6ZX/hCglumTkAV03Kcsv+CK6x4l/TsOJgNSgIQW5/7q/qcxsAmGIngfW326Z4XOk76J3zPM/jSTs1r3viULUGESEqPeHpTOpXLywgsh4+pq5Nh3HPr/a1GXapN00kVrZosb64jtRz6cKHG0/gheVFvjajG/UaYeL3dHMntpY0YOGwJB9b5Hsu/XgbtpX0LZfjLRraDQAMqGzR4pe9p3HnHFK7rjea2vtXc/BobRtWzZ3uJmsIzuKqY9fM0JQIXDw+tNWTfIXOyPWr/3hekJAL83KNsGDkZINlonL7yUbMGBTvQ2sIziKXCk7d082daO7Qkwz6AKKpw3IPsresCSNJ2beAQmNy7DV3GHCkqhVDkol0VSDxS6GtSs/Z72zGi+cNxyXkvjAo0Rs5DH5spa/NcAgD23dWJ8E5Pt9aiiec8BWY+aOwkjjnCYQggqYoqGUM2t0QnNWmNeK6qdmQSxg3WEZwlSHJEeI9+MP9LDlT0dRJnPPu4J/j9eL7SydkIFIphVrGQCmTQCGlIZcwYlZIpJTD4WoNItsBCS3U7JXQNBiGAkNRMHIcolUyqINw4k8tkyBCIUGr1r31CRcOTcKi4UmIUATfdxZoRKukuHhcOr7dWe62fRakRSJMIYGUoSFlaMgYGhKGsvpsei+hIaWF9xKGFmtiC3XnaTAUBR48JDSN1GgldpY2gqaENgwlKC1Y3guvHR1aMBTQwcuE9ab25vXW+w905ucn4cONJ0VneH/JSwoXajFzLCQMDaVcCgkt9J2EFvrH9r3QfxKGBkNTYj8zNAWeBxRSGmo5gy3H60GbvnfrfjD/oylKPLeK7bq0Mfd3oHLTjAFucc6Pz44Rv2eJ6VpkHlsMTQn9Qlutt9NHRoMODE1BoVCAoihkxqjEPmKsvnuagk0/2Bt7NGV/OQCTnQHcaVaY6xS1tgo1ptRh4Xjs1wP4ZkfP5820aCXOHZUqnr+WH6iC8NVYvluaFmphC98jxPrYtNUyyvR6qLIVLZ0GnFWQApmEFttRsLSnaNtl5jZGjgcFITgxFOttP7gwDw8uzBM/OxJ4eNOMHCgkDBRSBmEKidh/jvYXTVs+G4wctpY0IDtOjQnZseJyy7aW7Sg7+7buz1Drv0iltFu9z+93luOBn/b3sIXA7bNyIWEoxIXJsaG4rtt323XsdXZ0gKYohIUZrL57oU1ZQwdKG9oxd0gi4sPlQj9Yj2Nhgc1noa+6/zYCmUnZUeL7L7aeIs75AOP26Zl48LdiAEB1q5Y45wOIBCvFv6f/OIxrpmT70BqCs9wyLRP/nGgCAOyvaCbO+QDj4fkDUNtuxM7SJnFZp59lUhPch5ShcPOMAfhq2ykYOR4sz4PnebAcD85LSoXW54iud44KKQ2ZhAbHC/WOOV6ohcvzllrHFIR7ztQoJR47YwgpqeEEseqelTFkDI24MBniw+WICxP+NbQL83BXEWU1AiGoOOfD3W5xzAPA3XMHobi6DQZWuJYYWQ7Z8WokR4ae8glvul5xPC9evwDbzzwH8LB85qy2+etQDToNLMZnx4DnzbXjbdu1t7eD4wGFUtvtWOb2kwbEIjlSASPLobimDasO1fRoc6RSis0PzfZ6skfQe0spisLdcwfhjdVHAQBf26kp6go/3TIZYzKj3bIvfyFSJcX+pxaIn+/6di9+3VfZ7/2uPFSNlYeq8a9v92HNvTNI3S4fImFovHT+CLu1Tz7YcAIvrnA+M7uwosUdpnmUEy8sFp2IgUpWnBq7Hpvbbfnx2jbMfd35eir9zS71Bv+7fATGZkT62gynmTU4oZuD6cfdFbjvh0Kn9rPjpP9k3ztC1785WGjXG3t1zANCNOX/rT3u9mO/sqrYrftbMiIZ71w62q379Hc2Havrs80HG0q8YEn/+fHmSRibFVp1Jx//7WCfbd5e5/6x9+bqY27fZyCdIzedsDgm3r0stM4ZwcAXO04DEEqr5CUR52AgcbLBUvN63X0zfWcIwSW+3yPIZl41KRNLx5Fs60Bj2hvbYO2TDcX7rlCCoig8tCgPDy3K67PtqYZ2zHhlvdttOFLV6pb97D7VhPHZMbh8YqZb9hcKLBmRjNyE6TjV0A49y+HTzaXYdUq4/9WzHCpbtKhs6V6iZPWRWiJtTyAEETLGfb6CN1YfFf2PXXn/8jFBqzT71fZTePSXvudt/J2WTgOO12q8rlwW9M55APjX3IE9Dg5XSYoM/ojEkvp2t+5vVEYU4sNJ3S5/5aYZA3DTjAHi54d+2u/WDHtvIjE54ikKuHZKNgLcL98ruQnhNhP+P+2uwL1OOoH9BanppoimKAxLjcSg+OCpjX7BmDSxVMORqlYs+s8mH1vkODYZvxCyRimrdQBwx+zglcqPUEhx+JkFyH9ila9N6TdnF6T42gSvs3RcBngeeKifcla+JiNGhaw4ta/N8DqHnl6A3EdX+NqMfnPrzAF9N/Ijaq1qlf+67zQuGpvuQ2sIznKwSgNAmKwnBBZag0W6+N7v9+HnW6f40BqCs2w81gAA+GzrKTx99jAfW0Nwlq7J0he8vzWgAusIniMzVo3Sl5bgh13luP/H3hWdHGVgQhimDYyHXGpSnzQpC8aFyRAml4KhAYamrRRdLcqDFoUmIXtQLmEwLJUE4znL4KRwDE4KBwD8uvd0j+2iVVJEq2Qoa+yAXEJjfn5wOtgIhFCkrKl7EI4n0BmDV4lnXJAEMm56YBbSY7zvhwgJ53x/GZ4aie9umgiVLLS+rg+uGINvdpTjZH07/ijsfwb93rJmjHjqLwCAWsZg04OzBVltgl9y26xcnGroQE2r1u2BGv3l51snY1R6FNrahOzviAjyIGJm/tBEnHMsBZXNWuwo9a/M6x9vnoTRGdGgHYyWMMuKBxsDE8Jwy8wBWFdU65cKBt/fNAmjM6KCRqbeHbDe0jZ0gk+uHofRGdFCsIQpYEIlk6BdQ86L1vA8b1PeyB9IjlTgx1smi3JZNCWUiLB3n2k+D4Zqf9J+KA9/77xBuHJSls3Yk0sYyCTBc84cYTXBe8aIZB9aQnCFQQlqHK31r3t3gmNkxVpkL4M1uyaYmTkoFr8U9iyXSfBvHpibg5dXW9SU/rxjqg+tIfgjS0YkY09ZE2pbhSDG43UanLJSPHGGY7UaHKvV2F1HgkK8z/z8JKw+Umt3XVOHAU0dBgBAglKKjNjgSSIhEEIZs9S6N/jXt/vw2C8Hse7+mYgLC67E1UGJ4b1et3ieh0ZnFIMgeR4ob+zAGf/3j3cMdJBDlS3EOe9JBsSrcaLOtUmKA6dboNEaQ845nxypxHVTsvHMn4fdvu92PYsOvZE45/2Y9BgVvrlxIg5UtKD4tODYUCiV4Hjgh13l2HTMd86O6hYtqAz/m7D3B8IVUrx58SiUN3Zgv1XJAY7nsb64Dj/tqfCZbaebO4k0IITyEg8uzMMVEzOxt6xZXK5nWdz9ne9VDyqaOjA+m/QTy/F4ZsUxv51kPVbbhll5Cb42w2+paunEpBd7rzXvK6patGBZHpFKqa9N8Vt+3lOBe773/fnQHmuLa3HHnOBVCwGAmlZL5nyoPf8EA2blg7vmBvfvNBhp0OjF99eSevMBR0unEQDwwMLBPraE4Aq7y23L9Q1LDbzyagTPopJJ8OJ5lhKR+8qb0aE3QkLTYGghqFTb2QGKoqBWqdHcqccV/93h8P6TIhS4ZkqWBywn9MVF49Jx0ThBKaquTYdxz6+2225IcmgGTBMIwUiHm2rNO0qbzgidkeu7YZBBURTCFbZzX3s1uh5a+46bv9wDQLgWr7l3BtReqj0fMrMt8/KTcGLDCYfaTsyKwv+unUAmowC8+ldxv5x5r19UgPNGp7nRIoI3KanT4My3fR/JpJIxWHffTCRGBH85CXcx7eV1vjYB4QoJ1tw7AwnhpN/sMfkl/3AcXj05C0+emW8lj0cAgINVbT5xzKdEKvDtjZOQGCkHBUosK8AEc30OD/D6X+4tZ+Qol0/MwGNL8sV+o2AqC0H6z2HadUafOeZ/vnUy8pMjhL4zZcUzNvKhoYE8iFQAQhE9K+QlWEukEwIDpZQR35PrfuChNQiTvMV+qIxF6JsIhe38H8/zIXf9JzjOyoPVuPnL3W7d57ZH5rh1fwTXkPZSg3pNUS2yHlomfv7f5SMwNoME8hAIgYi37rWJGkp3Zg5O6Pa9cBwPlhfKtfDg0alncdMXu7H9pHdVgatbtfhpT4WglugFQsL73K4z4n0HHfMAsK20GfVtemTEhsTX0yuPLhmCL7adcnn7e74vxD3fF2LP4/NIlryfw4snQCHLmueBlCgl7p03CNtL6sDxAMMwprZAU4cezR0GnG7u9LhtHXoWrZ0G4pzvAZ7nwfGWV47n8Z+LR+LnPafBm9abaerQo01rdFl+zRnatEa0aY1ICPf4oQKCrv304RVj8M2OMrHPKIqCkeXQ1GHAkSrvSfr/ub8ST5011GvHCxQKUiPw+ZUFaGcZKGQMrvlkp1eOW9mixZHqVmTEEjnb/vDsOcMwKy8BDE1h64kGfLql1CvH/XJbGZ4+axhxqvQDtVyC1fdMR3G1BkoZjZu+2A0D6x3JuQ3FdUK5iBBn43HLA7CR5UiZkwDDnAWi0Rl8bAnBWSpaLHUvWzuNiFQRhZVAYsvJZgDAsRr7UtUE/6ZrUO6aI7WYm5/oI2sI/s7MwfG4ZHwGSuo0YDkeRo6HkeNw8LTjz/EFaYJTt01nxKScWPx9uAbzyG/O50SpZJg5OB7ri+v6bFvW2Emc8wRCgKKUMpg2IBqbTjR57BjzyTndYWiaAg3LPNrppk6vOuZfOHc4YtRSyCUMZg6O99pxQ8L7vLmHWqPvXz4GBemRkNA0JDQFCUNB29EOCU0hOorUkAEAhZRB4RPzsfFYHTr0Rvyy9zS2lTg/MEY/+7cHrOuZqQOi8daFxNnUGysOVOGWr/b42gyRty4ZhXlDEkGb5MCEfyDR6nawjtT1NR9fORZTcuNIv9nh2T8P47//nPS1GfjwkmGYNiTNJgObAkgmbw8crmzF4rc29Xs/8eFyfHHdeDCmrGmaokzvhQhd83LxlaaEexGaIo6wfvDvlUV4b73jAZk98fgZ+ZiaGydKVDKmPrT0GcCYl4t9J9xPkrHlGi2dBhQ8/Zdb9vXLrZOhlkvEvjP3GU1R6GjXgKEoREZGiMulDA2GpiAlYw8AMD4rCp/vOA1ACLSLJgG2AcmX28rw3DnDfW0GwQmyYiw15w9WtmBKbpwPrSE4i4SmYOR4HPZikC3BfVw2LgVf7awUP0uJikzIcbSmDfPf2Oi14xValSEsqWvHV9vLsP6+mciKU3vNBoKFozVteGvNMSRFKGwc8wVpkbhheg5i1XLEqGWIVksRpZRBJqHR2krO9wRCIOPJpIq/7p6OQYkkW81VcuLDcOKFxTByHIysEARnzq7neB4trW3gOB4qdRhY83LT6yf/lOK7XeVOHe+RXw50W/buZaOxeHiyu/4kuwS9c15v5PDm6mPdlr98wQgsHNY9K43XkxvwrkSqpDizIAVvrz3mkmPeF/xzogkGlkg5WqPRGTH3tQ2obtX23dhLHHx6AcK8VMMjkNlZ2ogL39/qazNETrywmGSF9sDWEw245KNtPrVh6dh0/PsCoRae+WFRKWN624RgRZ0LtY/W3jsDOfFhHrCG4CyOZDhY88QZ+ThnVCpR9/EDdEbna76tums6chPCnLomtdJCNnEE6fMeSYmUi+/DFOQ+LdAYmRaBfRWtmJQT62tTCE6isJK1J/dugcc1E9Pw0ZZyZMaSRI9A5JIxts55NRmDQcn3u8rxwI/7fW1Gj8x8db3d5TsenUPKBboJnuexv6IFrVoD2rRGURX0lVXFdtt/du14RKnIcwOBEIysP+Z+P9e98wbhjjkD3b7fUIShKTA0A3uuIwWvBwBERHS/7/73BSPEeXEzlc2deOSXA07NGRZVtRLnfH/ZWdpoN3L5RJ0GdW06xIfL7WwVujz26wF8ua3MK8dKjJDjv1eNAwBTXU9LbV1znU/KlIErvKfEZbQpK5eiBOlGjucRq5aL/UmiF7uzs7TRrxzz47NiICMZag5x/w++qb1rj7lDEkHc8j3z2K/dI+28zaQBZDK+P8S48OA9+7UNePn8EbhoXLoHLCI4w8KhSU6VhXjmz8N45s/DOPLMQuII8TEyhkZ2nBon69sd3mbBmxtx5aRMPHP2MA9aFnqorMYCURMIPHRGIUA5KZJM4gca1vfYw1OJTG6g0dghBH+lRxPnfCCikNpe78ZmxfjIEoInWXuk1tcmOI1KxkDOkOcUd/HrvtO4+7u+59h+umUyxmSSclcEQrDC83w31Rx3QJQU/Y8DFS048+1/nN5uUJLnlQ+C3jk/LMX+Q+0HG0rwwYaSXrfd+/i8kJNxjFR6pq7d0rHpmD9UqLNhdsRPGhBrkx1A8CxZsb6Xxnr2nGG4YmKmr80IOG6dmYsHfvJddPebS0finFGpPjt+IHHbrFzc8733gylKX1ri9WMGK8PTIlH60hK0traitdOAqW84poTwwE/7PTJO19w7AwNIVr7D/GvuQPxrrhCl/PGmEjy37IhD2w15YqXbbZmSG4uvrp/o9v0GK1EqGdbdN1P87GgJl8+3nsLnW0+53Z4vr5uAqQNDU1K6VWv0tQmEfhAuF56vyHNW4MHxvPheQib2Ag5zprWKBPsFJHUava9NIHgIA8vhso+3Y4cXa9e6ysdXjoV1hUDz+91ljaBAiVFcFAAeQFKEAkOSI7xtZkCzYGgSgL7nbOpdUNQjEAiBg57l3e6YB4BXVhX3qMTRGz/fOhmjM0I7IKilw4Dpr6xDS6fBZzZ8e+NETPSiAl3QO+cjVVJEKqUudWpTh17I0jbVqjTXGw3meqL3L8jD/QvyAAA1rVrMeW0DNDrnJ+hkDI0/7pgKmYQW63lKaNqUCS8459t1RnToWaH2sSlVnrbKlBcz6Ltm1cOSUU9wnOw4NUpfWoIdJxtx0Qe+kUj/z+qj0BlY7CtvxvyhSRiRGmmq4du9XjlNWZZR4nrbdhzPh0QW90Xj0nHRuHRc9b8d2HDUOclmd/De+hOobOnEocpWnF2QgkGJ4ULdcsq5fhNrnotjO/h677zRaZiYE4vJL6316nE/3HgCJ+s7oDdyuG5qNtRyBjRFQaPRgqaAdl5q0wfWfWZZhh7bhCoRSilevmCET6UPTzd1IjVKqEFrfT3sqigTyv3UExePz8DRmjZ8v6vCJ8fffLwBnXpWnFSzvY8hfdcX3944ERd/6LsyIcdr2zA2S3g4DrWxF2UVrGtkOUhI9nxAseOUUMP2mx1lePE8UnM+kLBWqiiqbiMOlwDjcLUGAPDX4RofW0JwBSJjH7wYWT4gHPMAcP3nu5ze5v/ZO+vwtq0ujL+SOeAwJ00aaNI0ZWbmdh1Dx8yMHXS8dts35q3jrWPo1q7MzJymbZgZHDRI+v6Q4zgNGSQ7tu/v2Z7I8tW9p7kR3XPOezY+PAlJpK6xxXjJLXOFfL07B/8cLwbLcpBJaDw8sx/6Bjs/6YlAIAiDQkrjv3tGokZHQymjcfXn+6BnuJ4PFIlGG/xvrgTHceA4PrCM4zjjT4ADvx8Aqpt0TnXMPzg9CSMdrJzk9s55ABgU7Yed5yutPm7aW9u7/O7bW0Zhcr8Qe8zq9YT6KvDcgv44XazBfydLrYoa1DEsZr+7Q0Tr2vPpdcMxJy3cYeO5MqP6BuLEC7PAsQDDcTAwLHQMC62BRYueQYuehVbPoMXAb/+4Pw+7M6sEGbuyQWfKYlx9okSQPs355Y4xGO3G9TVX3DgCTVoGHDjoGQ4GloWB4fj507PQGhhoDfxcHsipwkdbswQZ92xZPd5Yx0f9rRFh3t66YjAuGx4teL/OItJfhZMvzILOwMLActAz/Dw16xnTOdZiYHAwpxofbxNmjl77L8O0/ccR8RyRq++fgDQPk1l1turIDV8dcNhYt07oi+cWpDpsPLHxUUid5phvRYyM/K5Y88AEDOhCMcoV6RPoXFngF/5Nxwv/pjtkLH8vGY4tneWQsSxhY0bbe5PzlicIthLtr0RhbQuRYnVBzDN3/b3EUbQjiEdrqNZED1VdcXVu+7F9eTKtgYFCShz27oBKLulWae50cR3OlzWAYTlIJRTC1EqwLIdGHYPbbXCWC82wPv5Qq2Qm54X5s9mI2ACismYDR5+biT1ZVThbqsGZ0nqcKdGgsKa5XZt92e0DOqobdfjhttGONJNAIIhMtL8SqWo1dp6vENwxv3h0H8wZEN4xoY2mwHFAbZMOKrkEExKDe3XA/z/Hi/HAT0edbYZDqG3SQeLghGyPcM5/f+toDHx+PeoFjEAZEOn+UexnSurx5B/Or5/cE8E+cgyMdp/FaLH580ihaLLb/cJ8EOmvAk1R4DgO+dVN4MBnCrIcB4blkFfVJMrYfYO9kRDq3i8lSc+sFaXf+CAV+gT7mOYpv5qfIwlFgRF53nwUUrdbPLa1lk13TOoXYspsr2zQoqHFYHyg4+enQcuILruWFqVGjJOdZY6itkmHmgYdOACbzzhercJZjE90/eAmPcOitkkPDpxHeRVDfRUIV7t+fen6Fj1a9Cw4cNifI0xgoCuweFQfZ5vQjrmpIXhzE1/+6/JP92LVveOdbBHBGsbE+eP3Y6U4nFeD8voWhPq6/rXBUwjybnPIj122hZQtcjFGx/njYH4ddp6vxO7MSoxPJE56V+LhaX2x5J82Gdr0Yg2Geri8rCdQ26TD/PeFfXe3lMuHRyM1Qg2ZlIaMpiCV0GBZDnqWBcvyLzIDo/0xJMbfKfa5I0W1zRjfhcqhWilFsK8CIT4K088QXwWCfeTwVcowuq9jsykJBILjKKlrEbzPlfvzsXJ/vkVttz42pdcqc6Q4oO56b+Fgbg3KNS0mldkgb7nogRMe4Zz/cMt5qxzz0/sFwVulaCfb3CrNnhjqi5vHxbmtrL05qZFqfH3zSHy1K8cm5QF7WHHDCAzp4w9fpZREKwvM+MRgJIf5ori2GQaWd+wZWBasAE6Mc2UNOFfW0G5fq0ORA3DliBhseTRNsCgkjUYDAFCr3T9YBgBeXjQAb6w/C8Y4byzHCRLZl13VjOyq9lHC5vN2y/g4PD2vf6+O5OtNxId449KhUdhytpw/v4xZ8/aw44JyBjTFlwrhwEEpleD3u8chuZMHJk87R4Tg98OFeOw3cQKYLiQ+xLujRDbayj60yWa3yaGjXVsYn1XayhKwDINpyUG4fUqyR56zg17YYPf5ZikJId6dzh1gVqKHbi+HjtaoaWOb1jIf5iVeXr14IPoE8YEwnnQOnyqqw4IPHLM4GheogkRCdyilBLTJ1NNUF3L2xm1TCRcKptJXqZFqPD47uZ00tSsS7CM3bS8aHOlESwi2cM+kWPx+rBQAHwRJcB1kEhppkb44VVyP+JDeuUBH6JrrR0fhwx15AIAgs+sowTWYnxaK6BA/XP8lr1pFrp+egb+XHG9fORibz5RjzUleJTA1Qs3PPwWUa1qQK1KiwobTpdiYXtb2nmCE5YAIPyW+u3UUCbATmGZd1++J0QFe+Pve8ZBLXfs5nkAgWM6+nBrc8dNO0+cgbzlkEhp6o8qwnmHRomdFt6O6UdtrnfP9wnxtChjeca4CX+zMBstxYFm+NHFr4mabpD2/wRrl7dG6n+Pbmz4bpe9Zoxx+dkWjYP8+c9JLNBj12mbT55vHx+H5hQNEGasVj3ja/N+Gc6btlHBfXDosCnIJDamExhUjots5fz1pEbQnWJZDYogP3rpiMA7n1WBLRjl+O+wYeVjzOkskY0BYtHoWZ8vqHTYea3ZB/elAPp6d3x/e5EXXJkrqWlDf4pgaNObz9sXOHCyZ2x8e6OezCYoC/jxaJOoYLMeXDwEAPWPA5oyyTp3zBOuZmBSMlHBflGlaUNNkWa2jdQ9NRHKYb69whrc+x/QGW5zBq5ek4dU1Z0BRfCmVnhjVNxDf3zqKBAL2AuJDvDGjfxiO5tegqrHnuQOAz64fjlmpYVb9vZNnfeu4fmyss00gWMmfRsd8bJCXxXVVCb2HU8X8e9rn149wsiUEa9mZyUsgh6uVSAkn9xhX5I7vDpu2SQ1vz6FZz5gc8wC/OO8INN2s7dQ167E/uxoLSZCkYLToGTzy6zEAgExCdUh0SS/RQM+wxDlPIHgQ3x1ov3bbug4xuV8IfJVSSGkKNE1h1/lK1DbpTYH5EpqC1Kh4IqMpSCQUpDRttp+ChKYhNbZVSGm8cfkgRPipnPHPdAqT+oVgkoglwa1d16mo12LSG1stSuYJ8paDA3DF8Bh7TLQIj3hbH5cQhD1ZvDRmRmk9/jxShAGRfnj1kjSyGNsNL61Oxzd7cp0ytr+XDBKKwoMzkpwyvjvz5oazPTeyAJmEgkxCQyahUddsmQMLAKa/tR0Mx2FeWjieW5AKqYtnlzkSIeqTS+nWeaO6fRm8kLHLN4PlgCtHROOxWZ6ZkWspWzOsl0GnKJge2qQ0zWfGS2hUW+ig+n5vHr7dkwuGBd69aggmkFqXNhOmVmLdQ5NMD3rHy7SmDJqumPPuTnx900hMTQl1hImEbrh0WDQuHRZt+nzDVwc6KE+YcyCnGsnPrkPmq3PJ/cjJeMmlWHFjmzMqu6IB097a3u0xd35/GE/NTcFdkxPENs+j0BuDv0bGBbi8CoAnsiu7BgDw0qI0J1tCsBW5lEaim5frckfK6vnndrKG4Zq06BnTgu2M/mFOtobgSJ77+5Qo/UpoXiWrNajeWu7/6SgmJAYjwJsocQjBv8eLcaKwDgC6VKC87JM9mJwcgsdnJZN3QwLBAwjpQulou9ka0qIhkRgdHwTOmLU9LTkUlw2P7vQ4Qu8kt7IRU/63rcd2LyxMxU3j+4pvkBke4Zz//IYRSHt+velzRmk9Mkrr8ceR9lnggd5y/Hbr0C5PTE/j+rGx2JJRjkatweIMJoB3rF8yNMroaKJxrqweBpYzyb5KaRoRfkpcOSIGMinvKJTSbdKgNEW1KylQ3ajj5XqNbVqle1u3yQOTdbx/9RDcNC4Wd/1wBBX1tteo1jMc9AwDwDr54FINX8fl2715eHBGPwSSFw2LOb50Fv48WogX/023uQ8Dy8HAMrAingIAUKbh/1Y+2pqF+6clQSkjgU1dMX9QBGICx+OiD3dbfAzHtZ5THADrX97N6yO9v/k8cc4LiM5g2Xzc/M1Bi/scEx+IL28cSVREHECNhc8vic+stbjPNy4bhCtHih9B6+kwFtbbWb42A8vXZljUNtJPiW+uH4RwtcIe09yenw/z2WMHc2ucbAnBFo4V8sFlh3OrMVnEbAWC8BTV8s9zOgOLumY9/FSyHo4g9Cbe3JQNACipbe6hJaE3cv9vbe/Y2ZUN3bQkuDIsy+HlNen4cX++sdSUeEkHDMuBgX1lCFvVDAn2c/nwaIT4KlDTpMOJwjrszapCRml7VdFWf8HiUX0QG9Q7JaYJBIJw/HW8rMc2q44Vt/u85kQJtpwth59KBq2e7eBf7I4QXwX+vHscYgK9rLaV0AbHcXh1XSZ+OVLSc2MrcJRasTkesSrso5DinikJPWadVjfqMP39/QCA0X0D8cudYx1hXq8lIcQHO56YiryqRkx+c5vFx9U26fH17twe232/L89248wg2YrWQVEUIv1VdjnmbeHli9MwNj4ICikNuZSGj0JKHFNW4uclw16jCoijeOPyQRgeGwCFlFdJ8FVKiWPeAhwlhRbgJcMvd46FXEJDJuXllEjAizCU12vx4n/nUdnEICXcF4U1zWjQCvOgti+7GsW1zUQuU0TWnSrBe5szwXEcUsJ9Oyy82MN7m8/jihHRREFEJJp0Brz0bzqOF9YhJdwXDVoDCmuEcXQU17XgRJEGYb4kgKk7rh4eYXIyEVyPRYPCsOpEGfblVDvbFIKVRPm31RZWEFldl+PZOYl4ZV0mColz3iV565IUTHhnHwBArSSBMe6KnmUtWq90NPEh3vjyxpGIDfQCTZN3DDGgKAr1LQY8/MvxLtusvn8CgnzkHiU9TSB4Mk/PTsBr661XqV1zwjancEW9FhPf2Nph/20T+uLZBak29emJ6BlOcMd8Srgv/jtVio1nyvDG5YMcVqLKYzxj1i7KxpEIOROxQd7Y+PAkzHxnh+hjta5zWxocmhTqg4HRfuIZ5KZE+Kmw7bEpeOiXYzhWUNtpG7VSioHRfmBYDnq9ASwH0BIJDufZlkXVlVTYviXTEe6n7PQ7Qkc+vW443txwFj/szUN9F47CcQlB4DiA4ThedocDDtk4b0/8fqLT/SdemEUWLbohJVyNb28ZhftWHuk08m5kXACkNA2G48CyHBq0BpuchzVNeszq5Noc7CPHoWdn2mQ7gWf9mUrszBIva9T8nvrYrH64bxqRQBWSu344IlrfRbXN6LvkP9PnrY9NQd9g8twoFCcK6/DzwQLR+n/sr7Ys+5RwX6x7aJJoY7kquVVtjqXqRh0J+nIx9ubw965DucQ572qYK4bsyarEtBQire1KnCjiVSv+PFKEt68c4lxjCFZjrsh4rKAW2RUNiA8h5SXcDYVUgsxX58LAcmA5DizHZ6d/vSsX72w6Z1Ef4xP59RaOAyobtDhfbr/SQnZFI3mfcAD9I7oPjr/ow12Q0BQYlsPtE+Px1NwUEpBNILgxVw+PxOsbsy1W7ROLoX0CnDq+K7AxvQy3f3dItP7N1+Q/3ZaFd68eKtpY5niMc76qwbIs4Q33jUK4WgG12jHREb0dluWwxwGZun4qGdY+OBGR/iQ60VHEBXvj73vHd/l9cW0z8qubIKEpNDc1gaIAH29vXPLxHkHtuPP7Q1DJ+UxsjgOSwnzw3IJUKKQkO7szaJrCk3NS8OSclE6/r2/R41SRhq9vRreVgLjj+0MmaXohuOmrA6bscI4DBkb54cm5KaQ2rRmT+4Xg5AuzO+xnWQ6H8mrAcpypnEdNow53fH9YsLErG3S47JM9YBkGNAXIZTJE+qvw4qIB8CGKFRZx3chIjI7zx+UrxHPytrJiVw5xzgvM8edn4bHfjmNjes8yZfaSWd5AFtMEZEx8ELY/PsUq1SZbySith55hyb3rAkJ925zxuVWNxDnvYoyK9cfqU+VgOV7yjywquw7myZLZFY2Y1vnjPqGXkhbpi39OljvbDIKNNOval+sjz3bui1RC48LlpgdnJOHBGda9j3Ech6MFtSiubcb2sxX47bDl0sadcdu3B0EZy3dKaAoU+LWCe6cmon8EWaMWgsRQX2x4eBIe/+04Kht0UKtk8FNJsS+bD2hkOYA11qP/bEc2rhwZA2+5FKG+CqJoQCC4KVOTQ7HpjPjrRpcOiyLBm3ZwJN8xJfdevjgNV41wXBlLj1ihb9Qa0KizrC62jNxs2/H5zmyL63jag0xC4ctdOfCWS0wVme6YFA9fkpkrOizLQcew0DEs9AYWeoaDpqXzbFwxOF5Y1+7z/pxqzEuLwLhEIjnbHRzHz5uB4aAzsNAb53DC6x3lccTgSH5tu8/7c6qxcHAkBsf4O2R8V4Hj+DryOoaFzsD/v3ztGfx9Qc0iMehM5WJCUhAuGRot+tjuAEVRCPZ2zD3o4iFRDhnHk/BTySB3kMM1gqi/CI6jajz2C/MRsdKo63KqpC0DzFvuEa+LbsXBvFoARBbdFSlv0Jm2SS1K1+N4IZ8576jnD4KwrDrZfmGeBDYRzGFZDnqWX3/RM/y62de7c3osn2oNm850HtxzNL8Wu5+aJtg4nk6/MF+sum+C6TPHcfhhXx6eW3W6Q9vpb20HAIyIDcDvd49zmI0EAsEx1DXrcb5cuBKI3fHnkSK8dcVg8nxhI4Oj/R0yjp9K5rBStYCHOOc3nSlDZjcyQ3PTwnHVyBhM7heC+nrHnJCuwjWj+iC9WIN/jovrSKps0OHLXTnt9pVrtHj98kGijuvpVDZoMeKVTaKOMTctHDeP7wua4l9w20oX8BJijFFODBwACgjwkpOoYAt4btUp/LAvX7T+LxkahWtG9bF43kJ8FKR+die8teEcPtyaKUrfP90+BgoZbVRHAChQ4NA2PxzHob6hESzHQaXyglIuwTAilWQVapX1zvnHZvVDYqgvaMqoXEHDmAFBmfZR4PeF+ylJVo6I3DM1AWtOWleH6tPrhnWYL7TO5QXzNzjGD17EcdlrWDy6DyYlhZjuW6b5otpUZCgKaG5qgo9SijH9Ip1tcq9lXF9/AECAlwzJ4eTe7mrMSQ3Bt/uL8MQcIsXqaoT5KiClKRhYDrMHhDvbHIKVDIvxw5rTFbh5QpyzTSHYwA2jo/Hu1lwAwLA+/k61hdD7iH/6v54bCYRKJsH/rhhsKlM4KSnEYWN7IublyrrCWlUFAoHgGuRUNSOvqslh45lfb/Y8NY0oSFvBnLRw5C6fj/L6FmSWN6ChoREAoPLyMinGccZSNa0la+qa9Hjij87L9XbF5H6Oved6xIrioiFR0DTrO42CA4C1p0qx9lQpvrl5JIZFkOwnc/xUMrx/zVC8feVgpD6/HjoD2237EF8FKuptl86+fHg0+gR6gaaAm8b3tbkfgmX4qWRYNCQSqwTM4r1pXByuGBENpUyCcLUS3kRCWxQWDYkS1Dl/49hYXDkyBiqZBOF+SuJwEog5aeH4fEc2dEz3105LWHXveHjJJfBVyhCmVli04K7R8PNISrVYR3FtM37cw59fd09JwCdWZET8b0P7WoWbH52MBFKv0qFsOF1qqhc1qm8gDuRYXnfZvFb95H4h+PaWUYLbR+iaZh2Db/bkQs+weGhGEt7ddN7iY1fuz8fK/W33xe9vHYWJnSxmajQaQWx1Z1rvL3rGubX3CLYxPj4A3+4vQklts7NNIdhAoLcM5fU6GBi2XQ1sQu9nSDT/vJ1InvtcEilNYWRcAA7m1kApIyX2CG0czLX8XcIS7pmSgGF9AqCUSaCS05DQNCjwwaRpUWoSWOdg+keocaak4/vBJ9cOQ4S/CiqZBCqZBCV1zQjxUZB7M4HgRgyJViP7tXnQGng12j2Zlbj7R/FLW46MC0CAFykdZwuhvkqE+iqh0fC/P/P1bk2LHhNf34q6Zr1NfV86LArf7skFAEzqF4IhDlAH9hjvy/P/dO6YN+emrw+2+0wW1NuQSmh8ccMI3PjVgW7bXeiY3/H4VPQJIpJ8vRWZhMZ7Vw/Fe1cP7fT79GIN5r2/06o+v9mTi2+MFzJLWfvgRJItbyUj4wKRu3x+p9/VNukw5KWNVvX37d48fLs3z6pjtj8+xWHSw65KWpQfzr06t8P+Zh2D/kvXWdXXoo92Wz3+rofH2JT97elc/fk+5FcLEz3bKoXXSt9gbwR6y/He1UMQHUDuj0KTWd6AO74/LEhf289VIO6pNe32DYzyw8i4QCyZl0LqlIvAWxvOYsUFSkq2cv2XHZ9ZB0b54cHJfTAqzl+QMdyVHGP2QIPW4GRLCLaw7TzvRGjWW1bWjdB7aNQaUF7PS9u3GFj4kPuMS3HAWFJCJSeOXVfk8135OJjLlwUL9lE42RpCb6JF4Ptpd1L48waG4+Nrhws6HqF71j44EQBw+3eHsDG9rbxFVw66ky/MIiVYCQQ3guE4ZFfyitt9Q7yx7qGJYFgO89/fJeg4lw2LxltXDha0T09F06LHw3+ko6ROi/TSrtXSreXPI0Wm7bc3nuvS7yIkHuOcv2RoNP44UmjVMb4emvGrM7C46MNdpqwze8iqaEBMoIpEfvZi8qoacef3h9GsZxwq5WJOVYMONY060DQFCc1LBsulNHF8dIOeYfHiv6ex83yl0+atskELtVJG5q0bdAYWL/x7GrsznTNPVU16Xt5HpjdJPEtoimSD9MCPt43G038cw86sGsH7zqlsRE5lI77clYPn5qeCokhNSyFJDPXBx9cOwz0iRTufLKrDyaI6XDkyGslhvmTuBOaRWf0AQDAH/YWcLKrDkn/OYuP9RBGhO4rr+GDb+BASgOeKbDtfBYBXDiG4FrXNbQEx3sTB63K0Lg426UhgjCty2mxx19aMK4JrU1DdhEd+PQadgW1Xyo/j+GtyowPO7funEfl0Z3H58Oh2zvmuIOtdBIJ78cxfJ/HrIet8hrbwx5FCZJRqYGA4jOobiKULU8n1xAZYlsOm9DJsPlsl2hh9Ar3wzlWOCaTwGO/zmPhAi5zz71+RiilJQR4tAcywnCCOeQC4+ZuDuGdKAp6YkyJIfwTh+eVggWDzbSvXfbm/0/2OiFByVYpqmkWtOW8Jl32yt9P9ZN7aKKhpaiez7GgWfdZ5BvG/903AwGg/B1vjOsQEeuGlBf1w1VdHTRlsQvP17lx8vTu30+/IOWQf8wZG4KubRuCWbw6JNsacdztXlXnxogG4cVycaOO6O15yKZ6Yk4KzZfXYeb5SlDEqGnQYsqzzKPh9S6Yj3I+UuGo0ZsxnVzQ62RKCLbQu8mxML8OiIVFOtoZgDeZqB006hpQHczGqG3mH7p6Ze/m0AAEAAElEQVTMSlw5IsbJ1hCsRWt2/lU22F6qkeC6fLI9y6Se4CyIoqTjqWzQ4qtdOThWUNtu/yMz++GB6SRYgkBwd+6YFI/M8gYcya8VfazTxXwJjbNl9Vg8ug+55vfATV8fwLazFQ4f9/MbhiMl3DFz4xFve2dL6/H47ycsarvlbBX2ZtfAW6VEVaMOfx1tkzOQ0hS+vGkkJvfrWL/SnVDJJchdPh/L12bg0+2W19ntio+3ZeHzHdkwsBwUUhqbH51MpHx7EY/PTsYVI2LAcRye+esU9maLF3lkDb4KKb7bmwsJTSGrvBHnyuqhkNLw85JBLqHxxJwUz7iAdUFcsDcOPTsDdc167DpfaVHpDkcQrlbi+315kNIUMssbcL68AUopDX8vGeRSGg9MT0Kor+c4PhJCfHDwmRmob9Fj3vs70aK3v/a8EOzKrMTxwlpIaArbz1agxcDw55dKBgoUbp4Q57AHkd5KkLccm+4fjUGvWVfaQwjmvLsDFMWrUdA0r3jQ+rmVMfFBeGxWP1LzrgumpYThj7vHdhlEJBbP/3MaPx3IB0VRJrUKmgJwwfw9M78/RsaRrNbOkEtpfH/raDz663GrVa/s5crP9sJLLuHnrZNzj6KA6AAvLLt0IHzc2GnmZ1YOpapBiyAi7+tS5FXztebXny51siUEawnwajv3DuRWY2pyqBOtIVjLyWI+4H1ftrD1qQmOwfze17p4TvAsXrpoAC4dGgWJURmQfw6E6SfLwuqyj5YioSl8eh2Rs3cGr6xOx9/Hijvsf3vjOezOrESAlxwB3jL4e8nhr5LBSy6BXEojOVyNeD/yLk4guDKrTpThudXnHD7uLeP7erRj/ucD+fj5YIHpMwcAHAeWA1jjT44TLnnYGo48NxOB3nKHjee+q0pmhPgqEOQtR1Vjz9lvf5/oWsLGwHK48asD+OuecRjaJ0BIE3slT8xOxvyBEfh6dw6qm3jZ8eOFdTb1ZWA5AIDWwGLC61tx4JnpHuWg681QFIW+wbxs6dc3j8Q/x4thYDjoDAz0DIcGrQFf7c5Bs47ByLhAhKoVYFgOeoaFzsBCz3DYlSl8dlu91oClq7p2OJtfxAEg1FeBA8/MENyO3kywjwLBPgrEB3ujT6AXyjQt0BnnRWtg8fPBfJTUtmBApBpxwd6medMzHHQGVpR5K9W04Lm/T3X5fWfZ/idemAW1G9fsCvFVIMRXgb1PTceG9FLojL//Fj2Dnw7ko0zTgjHxQQjylkPPcsbzikVmeQMKa5pFsen1dRndfv/LoYIO+6Ykh+Cbmz1DCrpc04KbvjqK6ibnSFpa8gB6rKDWogC6vUumIcJPJYRZLsOfRwrx5vqzqO3F83fFpz0HDVw0OBKvzE8QwiSXoUlnwCO/HMeJwloU17U4fPz86p7LjxzNr8W/xzsu4F3IH3ePw/BY13xfOFXc9jdMHPOuy1tXDnG2CQQrSS9pk9UelxDkREsItuCnkkLTYsBrl6Y52xSCDezIbAuqeJvUhPVIpBIaI7oIni2ubQYH4O97x2PD6VKT46C8XtsuqctWfBRSLF97Bm+sywBFARwHvHPVEKRFEbU7sXnp4jSkRqpxrKAW/51sH9i4P6f7YKt/7xqB2EDPetcmENwJf5VjXKNTk0PAAWA5INhHjtRINVafKMas1HDIpe4T5GNgWAx5aSMatIaeG/dSZr2zAzIJhRU3jsCASPHvwR7hnA/0luPwczNhYFgkPrPWpj5G9w2Er1KGMfGBGBztL6yBvRSaprAnqxJ/CvCgeSGjXt2Mf+4bj0Ee8rt0FZQyCZ7oRmXC3qx6tVIKX6XMWGPZGIEMPkCAM4uQ4kyRUhzKNJZJynl5cF1GiqJwJL8GH2zJ7PT744V1NgfWAHwWj5dc2mHeABgfLjiwbNuccRxQXm+5FKCnVGxu1jN48o+TnX5nr3xzpJ+Sz+68YI4445yAosCyaHeesZx1ko1KqWecY7mVjfh4W6apbqirQ3tQTXQ9w+JUUR0e+fW4s00RBIUbvaRZQrmmBatPlGCdm2T7SmjXPffig9sUrhiWc+l/iyfzyC/HcNHgSGebQbCCpFBv0/aZknoMifF3njEEq6kyyto/9tsJHHluppOtIVjLwEhf7MutBQA88utxXDos2rkGEXoNPx3Ix5I/O3+PF4q6Zj3qmtsHFi/4YBfeuGwQGI7D/EERbp3Q4EzUShnumJSAL3Zkd3DOt6KQ0rhuTCw4DtAaGGgNLKYkh6BPAEk6IxBcmclJQXaXlbREeXrrBdLsfx7hfW1Pz0vBHZPcJyGDoiio5BKXds63rpM/+utxvH3lEPSP8AUl4rqqRzjn65r1GPnqJugMPcsJf3TVAExMCPTomvPm3DQ+DhKagtbA4s31Z23qo09g2wJf69/y4Gh/9AvzFcJEgsA8OrMf3toojqRLYqgP/rxnvGD9aTS83Bw5X4FZqeH4cGsmOE74vscnBuPDxcOE79jDCPSWY0b/MGw607VCi618sHhYpxma5Byxjn+PF+P+n446bDwxFD88ec6TbAzAtJUPFw/FgkHiOr5a59PdOVdWj1nv7HDomOdfnWuqzU1oT2Ftm2oBccy7Lkvm9Xe2CQQr4cwe5AeRbEmXo0nH1yy/bnQfJ1tCsIUIvzalmKF9/J1nCKHXMaN/GH7tU4DSuhY+8B2wOInEXp74g0+e2Zhehq9uGumQMT2V2yb2hVRC4cV/0zt8pzWw+HJXjunz0gWpmNQvBNCJo3RIIBAcz8hXN6HCgkSz2CAvGBhembZVoVYlk6BZz1g0zpTkEPgqZUgK9cHi0bH2mt2rkNAUDoqsaixUGe6eyCitx7z3d2JG/1CsuFG8+69HOOelNGWRYx4A7v2lTUb7yTkpuHuK+0Sv2IJCKsFtE+MBwCbnvJdcgvoWPSQ0DZmEMtVuOlVUh/nv70R0gBfeu3oI/L0cV8uB0D33T0/C/dOTAAAHcqpx5WfC1es9kl+LuKfWCNZfZ9BmNcHun5aEB4z/FndnYLQfcpbx0X7Ftc0Yt3yLYH2vPlGC1SfEnbdWJDSF8YnB+PQ69wsGUMokWHHjCABATaMOQ1/eKFjfl32yR7C+LIWm+Pn6+Y4xGB7rHrWzxyUEITpABQlNwVdOg+UAWkKDNT5ClNe3oLKh5xI5llJer+30mtiqfkBTaFe7nIIxE57/DzTdpj5SbVa6Z9UdwzHYA53zHy0ehntXHsHgaD+TqgfHwRS0lF4irKP7vpVHcd/KjsEc5veh9rXnW+erbT9FUWjQGkzPqRMSg/HlTSOg8BClilZig7wwLSUUh/NqEBfk1U6VBeCzt8+WCVtvrLNgjgvPvdZzzvzzhfNqXjbr0+uGYU5ahKB2OoOiWseXFCAIz5h497g3exK0WTAMTQJjXBaiDuiamJeVuGYUCbAgtBHiq8BfFySZlNQ1Y+wy4dZczBkVF4i+wd78uwz4d4uHZ/YTZSxCGxRF4foxsTiUW4M1J0u6bfvS6nS8tDodt42Lwe3jY+B5b94EgnvAcRwO59VAq2cscswDQF5Vz6XwOuODa4Zi3sAIjwl+r27UYfKbW1HfwmfR+6lkoClegbdVMRmcmSKvWa15c2VlR5AawV/FKbO1PIblkF6iweOzU0Qd2yOc86yNM/n6ugwoZbTpD4H/42nfV9t3rX9A/Hbr/rQoP0zuF2Kj5b2LX+4Yg6s+32fVMU06xhRB3hlZFY3YdrYCFw+Nstc8ggiM6huI3OXzUVhWhV3ZNVAolbw0NtouoizHL5h/vTvX2eYCgOkCDgBvbzznMc55cyL9VchdPh96hsW6U6UwsCwYo6R563WM5YDM8oZ20b+9AYblsONcBYpqmhHmxqW7ArzlyF0+H806ButPl7Z7CGl9SOEA0eXz7IHlAJbh8PvhIrdxzgf5KLDryWkAus5AFzvACOCfJRiOA3/3tP4Z5uqvj+Kja4e1PaOYPceYwz/s8n97Q2L8Eenv2ifd/EERmD+oa0myguomTHxjq+h2mN+HrJ2/XZmVeHvDOYyODwTHAY1N/Iufl6rZ1FPbtZzflkloTEsJdWlHjkIq6TEbaPEX+7Any77yOj1h77l31w9H8NVNIzqce6b+0XH++oZ4IyWcLOkRhOf9zefx2fUjnG0GwQpyKtsW+8rrWxDqS+RyXZG/jhVhRmqYs80gWMnZ8kbT9hO/n8D4xGBEufizMUE8IvxU7aSQz5XV40heDZpbWvha9E2cRZl9MYEqbH9sqks/x7sTUgmNj64dho8ALPvvDD7bkd1t+xV7CpBT1YQvbx7jGAMJBIKg/HqkBK+uFz8LGwC+2ZOLhS5acqxRa8D2cxXtkhYAmOTe2z63HfPV7hyTYx5Ah9ItvYWcZfNEla3vCY9wztsz+Z3J2VjL3iXTEOHnOg/1b6zLwMfbxL0wbXpkMjiOg1RCo2+wd88HEETjzyOF7erzyqU0vOQSsCy/otwa0SWhAKlEAgnNRxBJaAoSYzRRVkVjp307g69vGonR8YGgKcqt5Wor6rUY+eqmdvv8vWQmx27r/NDGn7193p6d3x/Xj40FBT4bUSqh3ULOuby+BaNe3Wz6HOqrgJdcwmdims1RaxY6bZwrmgLaHnd6F+9cNRjzBkaY7JNJeqedYvHT7WNwzRfWBao5mmY9i1u+OWT1cfbW2urtxAR6ITHEC5kVtkU6O4rPdmT3uBB0IY/PTsa9UxNFsqh38Nn1wzHwhQ3ONqNHbDn3DjwzvVc54czrZ7676RwemkGytVyR9afLoGnRkxq1Lsob687if1cMdrYZBBtYc6IEb1xmgLfCI5bb3JYAL3Lt9GS2ZJTZ9ExnLbeM70sc870AjuPwx5Ei7MuuAgWgrF6LHecqejwOADafFTd4mEAgiMe8AaE4XtKEygYtpDQNqYTCtrOWnfvWcjivpttkn0VDIvHe1UNFGdtebv/ukOiJEs7gnikJTnXMAx7inI8O8ELWa/OgZ1iU1rVgyv+2WXX8/IERCPHl609RZg4To7KsSWbIFDlibENRfCaaKznmAWCrCBehUF8FQtUKTEgMwd1TEuCnIi86zqJFz2Dym1u7rJGlM7DdlIFwfpTThMRgU8AAyxhA0xTkMhlkEgoDInmlCnd9udl1vhLXfbm/y+9rm5w/P10xPjEIUpoPlmiTfKYgk1CI9FfhujGxbiXjfMWne3Awt6bD/nILZZKcxfjEIF42HWay3OADBxQyCeKDvbFgUKRbB770xNiEoC6d2PetPILVJ7qXwHMUU5JDTJL3QOeRrAAFCc0/syz2kPqof94+HEBHRYTOAp6cRZS/Cv3CfAAADMPncMuk/CO7+fy1Sqv7KmW4fqx71SrrDF+lrMtz7+cD+XiqlyiNjE8MglxCdzj3gNb5a73G8tfZ8UnBCPFRdOjHmUxMDMTyjXyAyLubzhPnvIsR6adAcR3/vLE3qwqzB4Q72SKCpQyNaasz//vhQuKcdzHGxQdgTzb//H8or8ZtFBQ9hTsn9MFnu/JNnxu1DLzkHrFkSjBS26TD+OVb0NiN+qeQfH3TSIyIC0CzjoFK7j5rIa5IVaMOj/12vOeGnbDn0bECW0MgEByFr1KKDxd3LKtqYFjoGBbNOgZL/zmNPZmVYFhedZJXp20vvT6jfxgi/ZXYeZ5vx7ActAbGqrKYq44VY9WxYkzqF4Lvbhkl5D/Tbl67ZCCWr80wqbyaK4t3ptTJcRz2ZlehRW9ZmXGx6c2JSB7zpMnXOpeguLYZShlt1R/HxvQynHl5jtvXhLj+y/3Yeb5SlL5H9Q3s9GJHcBwsy2He+zuRUSpszVZHMyU5BLdNjAfQtey0u5FerMG893c62wy7mNwvBHdMSnC2GaJzNL8Gl3zs+PrvQnHF8BhSZsRCPt+Rhdf+y3C2GV2ycFAkLhse7WwzeiWaZj3u+Hkv9mVXO9uUTimqbcauJ6eCoiiPuc9Zw87zFXjo52Ptar33JpJCffHCRQOcbYZd7MpqCy7b+PAkJ1pCsIVWxzwA4ph3MTLK2mpev3vVEOcZQrAJc1Uy4ph3Pb7cU2Da/vrmkaYEHYL7s/lMGW79Vvws+Qu5+ZuDpu2/7hmHoX0CHG4DgSfYR4HV909AerEGT/xxwqpj16VX4JbJ7lHmj0Ag8EglNKQSGl5yKT6y0J915ad7kVNpv0KtpaodjiQu2BufXj/c4vZnS+sx+90dIlpkHRcqFlw5IhqvXjKwVySeeYxzHgA2nC7FHd8ftvo4HcPiTIkGaVF+PTd2YXZlCueYf3Z+fyiktDGiiMOVI4iDwNlwAHKreo+MeVfIJTTumhxvqscKABw4GFgOvgqpR2QHXkiz3jGR2/YQ5C3HtaP7tNXRBWeq3esjl+LGcXHONtEhNDsoyt5W7pzMB7aYK8C0Eq5WYsGgCGeY5ZL0Zsf8HeNjXLaWlSM4WdLQax3zIb4KvHH5IKdLa/VmXvsvo9c65ucPjMDDbpBl3mKmoMR1045AIAiLv5m6nIElZ5+r4e7JHO4Oa5YFtuNcBaYmhzrRGoIjOV5Y57Sx5RIaI+ICkBjq4zQbCDxpUX5Ii/LD6PhAzHpnB7RdKoq256W1mbhlcrLI1hEIhN7I4bwanCri7yHl9S2C9HnNKNdXtewX5oOXL07Dc3+fcrYpnfLroUI8NKMfIv2dr3buUc55H6Vt/9wfbxvt9o55AMhZxks8sCyHSz7Zg+MFtTb39cqaMwCA7Nfm8bLIZJHZ6UhoChkvzzV9btEzeOL3EzhRWIvcKsfV333z8kFQyHjJrgtllhVSCaanhLqtLL2tDI8NaCfBsvVsOV76N12QiDxLefeqIaZ5uXDevOVSXkKbnOcYlxhsmqui2mbc8d0hnC7WiD7uJUOjMCExGEDbvNAUhZaWZtAUBbWPN2amhpFFQxvRGhjUtxigM7AYt3yLs83pFilN4b7JcZBLnR8B2luoa9bDwLBYf7oMT//VO6TPu+KJ2clkMdgMhuVQ06QDBWDq/7ZB02JwtkndsnRhKvzcoEZtqK/ctE1KUREIjsPbTNY40k/pREsItmCuWkFwPVLCfJBeyqtXfL07F0vm9ifP0x7CIzP74ZGZbcGV58vqMfMdx2T8fXXTSExICnbIWATLiA3yxtlX+LXTR349hj+PFPV4zEv/pmPpwlSxTSMQCCLAshx0DB+Mw8vV85L1Wj2D6788gLNlwisQzx4QBqVMgqfn9UeY2v2e+SmKwvVjYrE/u6rXlP68kNa13V/uGIPEUB+o5BKnlDPyGOf8qmNFePDnY11+Py0lFJ9dPxxNDfWgKMqj5UNpmsKqe8ejRc/glTXpOFNSj8N5HWsnW0L80//ZdNyKG0ZgRmqYTccSeoZlOby/+Tx2nK+A3sBCSlMOy86YNzAC3gqPufQITk5lI15enY7KBi0UUtriaF57WTAoAtJeIPfiKugMLD7cch4ldS3w95Khtkkv6ngj4wI7lTAnktjCkLp0PRgnZbBNTQ7B1zdbXm+qdc4JPHsyK7F4xX6njf/9raMwMYlI29rKI78ew6pjxU4bvzfXJhOTMJ825/yOcxW4YkSME60hWItKRqPZWMKN4zgSPOlCyCRtc/XQL8dw4JkZTrSGYC3Tk4Ow+WyVs80g2MiMlGCTcx4AHv/9ON67eqgTLSKIBctyWL4uA78cLOCdMCyv1MhynKmOsKO47sv92PTIJKiVMoS6oYPGFdmaUY67fzxsVTnccD9SBoNAcFWmv73doclvALD+dBkAvs58aoQaDMthSIw/Xlw0AEqZpIejXYcPFw/Dh4stb//R1ky8uf6seAZ1wlWf7zNtH3xmhsPLGnmEh0zPsN065gFgS0Y5kp5Z22H/+Vfn9or6A87gdLEGP+zLd8rYt313yJSpw3Edn4xb97Rl8FKmdq3brfLaLMfhosGReOXiNOJcNKJjWHy8Lcvh466+fwJxzNvJhtOlyK5w7EPDpkcmkXPHSioatPjpQEHPDQVgSnIIFo92fdmj3sLB3GoczqtBQ1MzmnQMvtpb6FR7tp6twKpjRVg0JMqpdrgCBobFzwcLUN9iQIuewZH8Guw8L1zJHlu4/ssDOPHCLKiVJPu4J3IqG7H+dCkYlkOLnsEHWzKdbRJeXp2O5xZ4XhZMkHebc35wjL/zDCHYRFKoN04U8RkeHNe+hA2hd6Mwy9J91gOvPa6O2kalRkLvIDW8vaz4A9OTnGQJQWy0Bhaf78h2thkmZrzdc5b+yttHY1wCybB3BF/uyrHKMa+Q0hifSOaGQHBVHpqRhEd/Pe60klLpJXyCzdmyetwwLhYDIt1fvbszThXVOdwxfyEjX92EK0dEI8rfCwoZjT6BXpibFi5qsLtHvD3IJDT+uHssLvtkr9XH9n9uHRRSGlIJDY7j2tUi8FPJ8OHiYQ6PqHAUw2MDsO2xKSiv12JvVhXe2XTOoePXNQuXafrzwQI8OScFAWaLjZ6MTELj9ol98e/xEhhYDppmvUnCRUyKa5s9okSEmMweEI6VB/LRomfQ0GJAk55BJ/ErglLZoEMiUVm2ihAfBa4YHo0d5yvQqGXQqDOINk/bzlaI07EHUqZpwRWfWv+sIDbJ4b7ONsEluPzTvThmR0keMRgTHwil1H0in8Vk6v+2OduEDozuG+hsE5yCed3dfmHk+uNqFNTw9Q7jgrxIqSgXw7z80ESy0O9yyI3BzFG9oH4lwXq8Fe2f1xJCSA1wd0Ull+DsK3PQqGXAsHy2PMNxYBgOBTVNuOuHw2jUGhyaQd8Ti7/Yjyh/FbY9PsVjE8gcxfe3joKmxYDBL26wqL3WwGLzmXKPdagRCK7OoiFRqG3S4/l/TjvNhj/vGYdIPxXCPbisVZhaiUBvOaobdU6149dD7RO0XrxoAG4cFyfaeB7hnAeA4bGB+Pve8XhzfQYYloOEpkBTlCnLOqu8AcV1LR2OM7AcDDoGAAMA0JS2rzPxz/Fi3DqhryP+CU4hLtgbfxwpdEr20r1TE3DF8BjjPPH7WuvX0xRAgd9PAYDxM238vqG+HjQFqP3UoCkKcglN6oWZUdmgxRc7cxw+bmokkda2l2/25CKvqsmhY8aHeDt0PHcgq6IBvx12TMb1wzP69dyIYBFB3nIoZXSHSPkofxUkNGWSPWQ5gOE4aPWM6DWwP1w8FCnh5NppCa9fNgiz3+2YeRIb5GWcO4BhWbAsB4YDqkR+6I8N8sL71wwlzx8WctHgSPxzvL2EfaC3HL5KKRiWM6khGVgOeoYVvVzInZPiMWtAuKhj9FbC1O4ZeOwpzEoJxi9HSjAlmURWuhrmDhdG7OhbguCMjPXDL0dK2gVZEFyHtIi2YLT/XTHYiZYQHIFCKoGikwDa348Uol7k9ztbUcho0EQOR1SOF9Ri0Ue7e2z3wsJUzBsYAV1LE1QyGkEB/uIbRyAQRGPh4EhsOlOGygYdGJYFx8GoyMwrM8Psc2vgFgd+jQlm7Tiz78o0WovHv/TjPQCA964e4rGqmSG+Cqy8fTQWvL9LVBUDb7kEKrkEEpqCxOgbpmlAQlHI7cTfsmhIpGi2AB7knAeAITH++PG2MV1+n16swbz3d/bYz+uXDcTAKH9IJRSSQt0/mtbRtS4kNIVB0X64bUK8zZnuUoaXjyUysp0TplZi/9PTUaZpwbmyBjz223G7+hsU7YepyaGQ0BSUMho3jI1zqxopvYnnFqTismHR0BoYPPzrMRRUN9vcV0KIN2YmB0FCU/D38cL1Y2PJvAlE/wg1dj4xFaWaFjz409FOg78s4cHpSaCNAUkTkoIxtE+AwJYSzJFKaGS8PBdAW+12tbqjY/yPw4V41M7rpqV8tycPCwaJ+zDoLiSH+/ZYI1yj0WDcW3vQoGVEtyevqglnS+sR6uu50c/W8P41Q/H+Nd3Xdj1RWIuLPux5wUwIPtuRjSXz+jtkrN7G0UKNaftQbjVGxHmmgoCrcq6cL3/0zZ5cvHDRACdbQ7AGc4fQZ9uz8Mx8Im3vSmRW8At6+dVN0BlYEpznYuzKqjZtH8ipwuXDo51oDcFZPDwjCXPTwnGqqA6P/35C1LHum5oIuZQGBYCm+eQjmqJAgU9MSgrzxVQSaOdQQi0IUDV/39TAuRmeBAJBGAK95fj+1tGC9rnzfAWu//KAVcckeoCfsTt2nqsUvbxAo45Bo47BrRP69ooShh7lnO8OPcOC5ThIaarHPwI9w3lUBvAt4/vieEEtNqSXCdrvuocmkmxAJxKmViJMrcSgaH/MTQvHgOfX29zXicI6nCisM32uatDhqbkpotbk8FQkNIWB0bxc1s4npuGjrZk212TJqmhElln9+qpGHZ6ck0zmTSBiAr0QE+iFPUumY9jLG22S5nlv83nT9lsbzyH7tXlEotZJcBwHHcNCZ2ARG+Qlyhj/3jcBSWE+pghOMtfCwbAcdAYWmmY9LhoYhpWHins+yArC1UpsfWyKKeJWQlPkWioQnDFbXmdg4auUwUchRYNW2Iymd68agjlp4aCNc9eqxOSpSM2uPY/+dhzbH5/qRGsI1mI+f5oWPQlWdiHMy7p9sTOHOOddjPNm71WH8qpJfWgXguM4fLGnwPT510OFGJsQhEuGEge9p0FRFPpHqNE/Qo0rRsSgWcdg4AvrRXEWfLi1Z4XSjQ9PQhIpMeQwIvxUGBCpxuliTZdtWtV4CQQCoTsmJoXg6HMzMWbZZmgNPZcSHtrHH/093E92+6R43D4p3qh2yZed0epZDH7JsjIj1jA4xh+aFj2vti2hnbb+6tHO+bc3nMX7WzKhkNIWnSQALy/raRls+dVNgjvmAUDT3DulotyZB38+ilXHhHVIdMZnO7Lx2Y5s3D0lAU/OSRF9PHentK4FY5ZtFn2cT7dn4dPtWXhoRhIeIlLpNpFV0YDpb20Xrf/4p/8DAJx4YRZZbHcgxbXNGLd8i+jjLPxwl9XHJIX6YP1Dk4gjvwv0DIsf9uXhxX/TRR2nVNOC/kvXWX2cJ8uWWUJVgxZz39uJ8nrLJeFs4aFfjgG/WH/cgaenI1TtfsoIfqq2+4ujS+kQ7KfGzMF7vqwew2OJ8oGr4CUnClauTJR/2/3g1TVnsOaBiU60hmANHAC1sv3y6MO/HCfOeRfm10MFeELkzHdHQJQNHc/90xJx1w9HuvyeOOYJBIIltOgZDH15o8Xtj+bXwt2LWr26Jt0pZZY744Gfjrb7vPK20RibEOTwJA2Pcs6fKdFg7nsdZestdcwDfDaUpyH0g8dTc1Nw1+QEQfsk9E4+2ZaFoppmeCsk6BvsjatG9IGfF3Eo9nbe3XQeeVVNUMpoJIb64qqRMfBReNTtotcz550dGJcYDKWMxiVDo8jCuwg06xnc98tpHMyv67mxE9G06MFyHHhBREIrp4rqsOAD64MdHA1Lagp3yov/nsbXu3OdbYbHEubbVlbq8LMznGgJwRamJAUhs6IJAV4y8nzgYgSYvSf9c994J1pCsIXkUG/T9l/3kPlzJWiKwpJZCZj/ySHTvtMvznaiRQR7adGLX8LKEQTaWOqTYD27Mytx7Yr9PbbbdrYcU0i5AQLBI6ht0uGO7w4js6Khrf482mrLt0JRMK3ItTp3GSsUV9Ki1PjtznFuH/zTmxN1Fxuv/6G+Cvx7/wSEOSgJw6O8LbSdjvVV947H4Bh/YYxxIRJDfTAiNgCH8moE6W/52gwsX5sBABgeG4A/7h4nSL+Ennnv6qF47+ru67maw3Ec+i75z64x/znelqmfVd6I5xamQkpTUEhpj5aMtYZwP2WPdZTN4TgOV322Dwdyq3tu3AV/HS0ybZfUNuOhmf3IvFlAQoiPxXN127cHselMuU3jFNe14PfDhQCAH/blY++SafBTySClaVLfUiDqmg0Od8x/cu0wzB0Y4dAx3ZWtGbadW/aQs2weuT4KhKMd8/dOTcDjs4nSTyu5Vc2m7SCfnmtvEnoXa9MrAADjE4mktqvRqGtzJg2M8nOiJQRbOFrAyyBP6hdCnsddkH9Otj07poT7wpsEp7s0N4yNww1j4wTvl+M4cFybop3YkL9Dx3GmpGspe3PMFaYIBIJ7c7ywzq61dUs5VaRB/6Xr8O99E0ylbN2R1y8fhNcvH2TVMZnlDZjxtngKtRdSXq9FZnkDcc6LQXK4L7Y9NgVT/ret57Zhvgj3U0JqrBk6KNoPaR76grz1bLlgjvkLOZxXg7in1th8fICXDP89OBERfioBrSIYGBYfbMnELwcLem5sBb8cKsAvh/g+Z6aG4YsbRgjaP4F3SD3910mU1LUI1ueKXTlYsYuXnbllfF8sXUjqX9pDZnkD7vz+ELLM6lLay9hlbZLr390yCpP6hQjWt6cSrna8Q8pH6VGPZaJy8dAovLXxnEPHbNQxRGVEIIb18ceR/FqHjWdgiIKBOS1mqmI6A0ucTC5Ga815nRXqcITeQZOZc762SY8AkjHpUngpePnprPIGJ1tCsIUgM+WKjNJ6J1pC6M1QFAWKAl68aACe/+e0KGNsemQSFFIJQnxJgKQjGRMfhEVDInssBaomznkCwWOY3C8Ex5+fBQPT9l7FcrwCooHlwLL8T8b4v4FlwbAcThTW4dm/T1k11uAYfySYqTAReGQSxyfAjEsIcthYHrXSsjuzEu9tPo+rR8b02Pbli9Pw7S2j8OVNI7HixhF4YHqS20tLdMXbGxy7uG0NNU16ZJUL5+Ai8NQ26/He5vMo1Qjn4L0QnYHF17tz8P3eXPy4Pw8F1aSmqRA8+ccJQR3zF1LZoDXN2w/78lAm4t+Iu/Lb4QJBHfMXciCnGt/szsH3+/Lw25ESVDXqRBvL3dn6wGiHjrc7s8qh47kzMYFeWDLXsZnQhTXkPiYUjlZV+vWQsMGIrk6K2aKAjiEOXlfjiqHhAICd5yudbAnBWszli/PJu5HLMSWJX8grqm3uoSWhNzIhkZQBIVjOjePiROl3RGwAEkJ8EBPoRerNO5C6Zj0WfLCrR8c8ADS09F5ZZgKBICwcx8FbLoG3QgqlTAKphIaE5oO0Wt2EnXkLbcm6fv2ygfCSk2SPCzle6FhF05/vGONQRUyPmfFfDxbgiT9O9NhuRnIQxsUHoKSuGauOtck6c8aomBGxgegT5CWmqb2KYwW1OFkk3knw+fXDMSEpGDRFQUJTkFAUaA8NgnAWFfVajHx1k8PH3X6uAtvPVbTb9+Nto8Fx/MJUaqTa4Ta5GvetPILVJ0ocOuY/x4vblSp49u9T+PG20WA5DqG+SiSH+zrUHldgzrs7HJp98eHWzHafX16XaTq3FDIaI2IDiPS2hUhFjNC8aHAk0qLUkEloyCQ05BIaUgmFVceKQFHG+yHFZ2eYHvpN+wAKfFErCnzZntZ9TU2NoCkK3t56U90ryvR923ZKuK/bP/ibywMLzZNzUiCTUJBL+fmT0hTOlGhwtrTe9EzTOn+m3zuMc9fFftq4DeNcUhTQ1NQECoCvjwGU8UsfhdTtr7ViXqPig1RYNDgcvl4qyKQ05BIKUprG30eLQBvnTUJRHc49CgBNtz/3TOckOp5jgPm52TbvfQK9ENzLpeJ3ZLVJ9xE1CNfjf5t5taPvbx3lZEsI1lLXpDdtD3JjSUt35fYf+fWmpQuIypgr8s+JMtP2Z9cPd6IlhN7ELwfz8eQfJx0yVmqEGr+Tsp9OYdl/Z3psc+mwKNwzJQGJoe79HkYgeBrVjToMe3mjU8aeMyAcSxemIlytdCl/GMtyOFFUB4blAHBgOd53ynEcOBi3wQEcrzTAgTPu4/2rMN9n9LkCMB7LgWH5fa3/v3H5IBgYDnqGhc7AokXPiKaUybKOVVX0mNWWUX0ti4LddLYKm85alrn2yMx+eGB6kj1m9XpiAlSI8FPalIk7Ki4QyeG+YE0nJmc64WiKwuAYf8xMDSNOIidQUN2EZj0DmgJa9Cz8VDLUNet7PlBkrl2x37RN6r92pEXPIK+qyeSc6xvcO+RuzOftuQWpuHVCXyda0zsor2+BplkPmqIwtE+A06URzefIWy7B6ZfmONEa10ElYrbChYEujiYmUIWdT0xz2viOIEVEB/br6zJE69sSPlw8FAsGRTrVBrGhKf5FTmiyq5rxzpYc4Tu2gtzl8506fk/sOM8750fFkSxCV2ZQtL+zTSBYSWZlW7Y8eUd2PVorpFw8NMq5hhBs4tNd+aZtEhzjOVQ1aFHZwCvNtWVC8sGXNEU5tOY7WUdxDg1aAxJDfXps9+eRItQ16fHlTSMdYBWBQHAUXnLHqpT4KqXY/OhkhPo6pqa5GLy+PgOfbc92thmiEO7n2HnxGOf88cJawfsMc0I9Wkfz6fYsmyWyVXIJCmqaTJlglNlDLkUB286WY/vZCtDG4gqt0TKtkTP3TE3EkBh/gf4lhFa2n6vAjV8dcLYZPTIwyt/ZJvQ6Zr+7A3lVvVviMsmClxp3p6C6CRPf2OpsM7pkdlq4s01wGSoa3KMkgK9Cin7hvqYoVpaDwyXfnUGmm9R8HRqtBi2R8MGOHBDpr8TkfiHONkt0HBywLBrDYwPaRZBfMSLa2Sb1yJR+Qdh8rgoHcqt7bkzotdz8zQH8eNsYZ5tBsIKkkDaFvnJNC0JtkMQkOJ97fjyMn+8Y62wzCHZwz49H8Nc9451tBkFk6pr0GP6K41QkB8f4QyGhoZDRUEglUMhonC6qQ65xjedMiQbf7M4BywFpUX4WJ5kRbKe2SYchL1mWMfvSogFYNIQEXxEI7oKeYfHHsVKsPVMFKU3B4KAFiEuGRiHI27V9ijeOjcORvBroGc6kGKlp1uO8G6zB5VY1Ij7Ecb4Nj3HOxwT2LEUvl9I49AT/AK5WE0ltAJiTFo4vdtqWXXShZLm1bEgv67Bv35LpDo9gcTdGxAZgblo4MssbjPIgQE6lePWvbSUxtHdkhfcmXr14IF5afRosx8ussBxnepHrLVgScezuRPgpccv4vth2rhwsy6Ggptko9dM78ASnnlBE+StxbOlM7M6swr0rjzhs3O9uGYVJNs6TRqMBQJ5jAOD+aYm4ZGgUHvz5KI7k1zpsXCGzoj15Pk+/OBt5VU2Y9/5Oh435+Oxk3Ds10WHj9VZSwsgzmDuwO9MyNThC70EmoU3bClJr2OVoXdjdl00Cm1yReyfF4qMdeQCAow58biQ4D1+lFA9OT8LaU3ypQJZrk9ttXSvjwKG6QSdIuazjBbXdfr9iV8e1102PTCZrLCKitOJeu3TVaSxddRpHnpuJQG+5iFYRCARHkFvVjNfWZzl83O/25uG7vXm9Xk2vOyL9VfjtLnHLsFQ2aDHCgQF0d09JwM3j4hweHO0xzvkECyIeHphGFuMuZHhsIFbeNhqLzSSRnUWwjwIqB0uNuCPeCik+uW44/jxSiEd+Pe6QMe+anIBAbxmM1XQ7wIEzq9FLITHUh9Rx6oQJScH4574JSHlunUPGe3hGvx7lfSgKpnnrH6FGpL/KIbb1ZqQSGksXpgL/Al/tFk86uXUxoTtaWlpAURS8VErQFIVAbzkWDIoQzSZ3xN9LjlCRlXIemJaIAG85aIpChJ8SE5OCRR3PU6AoCjGBXkiNVIvmnPdTyfDg9CRe+pKmMDGJBL8IhbdCimAfcRe+rh3dB4mhPqApCiq5BJcSKWIAcKiEK0E87p6S4GwTCFailLU55/1UMidaQrCF+WmhWHWiDBcPce+yM+7KqFg/fORsIwgOhaYpPDyzH6amhOLij3Y725xO2X6ugjjnRUQpkyB3+Xys3J+Pp/862WN7CU3BW0HWpQkEdyC91LIsb2kPteB7SsXiuLYWlNH38bQHKFnaS7CPAn/cPRanizVgWQ56hsOr/50Rbbw+gV5OUS3ziJUXhuUw+MUNps//3DceaqUMEpqCVEJBQlGgaf6nprEBEgqQ6RjQNCClaUh6OAndnWf/PiVa364cJeTqWKImYStDYvwhl9BQyiWYnhKKG8bGkrqJAkFTFAbH+PcYdW0LrfOmkkswNy0cV42MIfNmB32DhT3HBkf7QSqhoZDSCPCW45VFaQjoIWLbk7NuhWRApBoKKQ2tge30+4+vHYZB0X6gKT5QhaJaaxZSptIuNEWBomHavrCdqQ1F6swKzczUcPywL7/L73c+MRU0bSy7Yyq/0/Fn25zy7UxzZ76fzJ2ghKqVmJsWjrWnSjv9/oHpSbhyRHS7eaDM5rH1XIOxhihNUaivrwdNAX5+6nbtyLnXRrA37xQcTMpLuSS3jYvBij0FGJ9AAr1cDZmEhlophabF4GxTCDawwOicH5dIzj1XZEh02/uSDwlS8yiCekkW9NUjY/DEnBTIJBRkEhpSmoLUTFGFIB49Od9aYVgOEvK+QCC4BUW1PZdxfmnRAIT6KozrQu3XDlqTDM3X/lrXhBiWQ25lIxiOQ4CXDNNSwiCTUGS9wUqG9QnA0JgAY3lODjeMizWVxa7TaMBxHLx9fcGxfOIna1K+aVXB4T9z4EvZdKfKONpJpWTc/omztK6lQwTkRR9aFxH5w62jMcFDs9iO5tcg2w7J848WD0N0gKpNEsqs5iapJ+9cRsYF4pl5/QWPOrphbCxuGhfn0PocnoRcSuOL64dj1GubBe33hrGxuHl8X/QNJlK2QrF4dCyeW3VasP6WzOuP0X0DycOcE9ibVdWlYx7g61KKwfe3jiKZ2HaiZ1jc30NJgolvbBVlbBKAaD/ZFQ1dOuYB4P3N5/H+5vOCj/vs/P64bWK84P26Cgfz6wD0LL9K6J2s2FMAAKKrvhCER2tgiWPehXl7C6+Y5S13+2U2t+REcb1pe1C0nxMtIYhFXbO+XeJWbyNUrcTO8xVQK2WYkhxC3vsdwPVf7sfO85UWt5/RP4wP/CUQCC7PvAEh+PVICaqb9F22WSrgmm5XePraw4UU1TZj/PItDh93xa4cvHbJQIeP6/ZvDY/8egylmp4jYboiJdwXqZGem3G4/nTHuu/WoDUw8FFKLSorQHA8w2IDBO+ztXYKACyZm4I7JxNJTaHxVcowtI+/oLXwzOftxYsG4MZxcYL17alQAC4aHIl/jhcL0t/Vn+8zbR9+dgaCfMiiu9isOV2OZ//dBYbtSahKeKIDVEgOJ+U9bKVZx+DuHw9j29kKp4x/xyTycmUPZ0o0uOTj3WjRdx0UIyaeGpTbSpAXkdN2BzafKUe/MHIfcSXMZS8NDEsyJl0ML2NZgv05VZhPyki5HHXNbYExe7KqnGgJQSxUMgnGJwZhd2bvnF/zgNPXLhmIxaP7ONEa90XPsKhs0KKiXouSOsv8Bd/dMgqT+pGgeQLBnYgL8sK2h8bg6dWZWH2ixGl2pEWRgEBzgrzlmJgUbFXglBCs3J+PXw4W4JbxcXh6Xn+HBci5vXN+blq4xQ/WP942GgNDeTkjT5YAbtEzePTX41hz0v4LU2tN8zkDwvHgjCT0j/Dc32tvZHhsAHKXz4fWwGDxF/txOK9G0P6Xrc1AVaOurdI8xasm6BkWjLFeSFqUGotH9SFRwVagkkvw1z3jAQB/Hy3CQ78cE7T/5/85jZK6FphPCctxMDAc9AwLPcNiZFwgLhkaReatG2iawvvXDMX71wzFgz8fxapjwjjpAeDhX48jNULdbo74c4qFgeFgYFnMGxiBwWHEgW8Pn+7MF9wx/8UNIzAzNUzQPgkdKdW0CO6YV8kk2LdkOvyI41J01p8uFdwx/8ScZNwzJZGU+7AA4hB0bSYkBGBXVg3K7AhQJzgH82eOZj0DX3IuuhTDYvxwuECDuuauM7AIvZcmHWPa7hdGkkvcEbmUxo+3jemw/+vdOXjx33QnWNQ158rq8fq6DAAAy3Jo0jGgKeD+6UkIJkH6NsOyHJKeWWvVMT4KKeJDiMIkgeCuvHrJQIzuG4i/jhaZngXkUrrdOriB5ZBX1STK+OfL6jEmPkiUvl0RpUyC728d3WM7jUaDc+WNuHyFcEqmDMvhi505WDK3Pxzl7nB757wlD1hvXD4IUf4qjE8MNi3YeTIMy2F/jrCRpOtOl2Ln+QqcfmmOoP0ShEFnYAV3zLfy+Y7sHtuM7huIxFCS2WMLQp+rrXy6Pavb7386UIAJicEIVStFGd/dENIxDwA7zlVgx7nuHY8/HSjAiacnCjqup9CsY3CquB6vX5yCOj2NO78/bHNf6S/NhheRN3UohTVNaGgx4J/7xmPpqtM4ZqM09+LRfZwia+XJsCyH08UazOgfhinJoR1KU1nDxocnIYlkDdtEIAlAcWlaA1sKa8RZQCKIh5dcYtpmnSMcQrADHcNPGnHOuybmNecDvHpHDXKCY7h+TCykEhqaZj1YlgNjLMvJsnzdWobjwBk/MxyHJi2DXw4ViGrTN3tyu/zuxUVpoo7tzlAUn5VZ1aizqP27Vw3BxKRgolpIILgh6aUNuPqro842A0fza3H9WGdb4Zr0C/XuUE4y7qk1Nvf3+OxkTO4XglPFdYjyVznk2u/2q8V7lkzD9Le2o76b2m1P/H4CAC/lfElaoKNM67V4K6Q49OxM6Awsapt0qG7SoaZRjy935WDTGetl7m8aF4eEUB/M7E8yBXsrvkpZp7VxDQyLwppmTPnfNkHGeWJOMmiKgpSmIJPQkNAU+oX5Ese8HSy7dBCWXTqo3T6G5dCkM2DgC8LUU3t8djIoCpBLaMgkNKQSCgMi/Yhj3gouPL9YlkN9iwGDX7J/jq4ZFYPoAC9IjOeVTEJBQlMYGx8EgKzs2sL893ciu7JRkL5Sl67v8rubxsXhhYsGCDIOgSe7ogHT3touSF8r9+dj5f78Lr9fff8EIkEmMG9uOItPtnUfHGYpM9/Z0eV3EWoF9j49Q5Bx3JFDxprzBNekdf7umERKS7ka1Y1tTl21yu2XatyOtel84Oz905KcbAnBFt7a3JZUMC0l1ImWEByNVELj+jGxVh3z+uVtazBvbTiLD7Zk2mXD3VMS4G0M0LpQnZCmKHjJJfCSS7BwcKRd43g6FEXh8HMzAfCKnjVNOpwtrce+7CqkF2uw9QLltVaVys7WSwkEgmvjbB3Y9Q9NIqUsbWDNiRLcu1K4bHlz3lx/Fm+uP2v67Ihrv/u/8XHAE3NS8Nzfp3ps6qNw/1+Hpfx8IB9P/XlSkL6GxwaQB0gX5HRxHea/v8vufrY+NgVSmkKkvwoS2tm3PvdHZ2DR71nrZLo6Y+cTUwEAUf4q0GTeBCdl6TroDLY7zpddOhCT+4VAJZMgwLvrzA6iBmMbyy4diKs+3yf6ON/syUVckBduGt9X9LE8hT6BXrhjUrxFqi32suCDXdjx+FT0CfISfSxP4foxsYI557ujRKPF3T8cxifXDRd9LFckyp8E37kDy9aeMZVBIrgGvsq29YiaJj0Cu3nGI/Q+WqVQX1+XgV/vJClQrsakxECsP8PXN122NgM3jI2DykzNgkAAePnh7gJAreXtKwfj0mHRgvVHsByZhAbLAtd/eaDbdssuJUpqBII70j/cB8eXTEB5C4386ia06FleOYXlYGA5nC3V4MtdORC40qWJ2e/uwL4l0xHuR969LeVgbrVojvkLcZSKptt7o99Yfxa/Hy7ssP/Nywfh8uHRHSISiSODZ2TfQISpFSjTaO3qZ/mlA4lj3sWoa9ILks0LACtvH42+waQ2k6O4d+URrDlRYnc/v981FjGBxNkkBnuyKrH4i/129TEyLgDXjOojkEWEzhgdH4TDT47HvtxaaDkpHvn1uGhjHcitJs55AZFKaDw9rz9uHBeH00V1+HJXDvbnVIs2Xll9C3HOC0ikvwo5y+bhYG4Napp0dpWU6Im1p0pF69vVKbXz+Z/QOziaX+tsEwhW0qBtU/uzJ4iT4BwatLxz/oCIzx0E8SisbWn3+WBuNSb1C3GSNYTeirfASV1L/jyJJWaJUa0+IMpsux0cwHIcOAAcx2FwjD++uXkU/FSkJJGlcByH/06W4nRxHdQW/N7SIolSGoHgrqw8VIzXN4qT2BHkLQdNU6ApXgGFaS2VwvKlU2YPCEOQDwnEtYas8gZR+799Yl+MjAvEmIQgqJWOua+6tXP+VFFdO8f88wtTcTNZALeIhBAf7H96Bn46kN/uQdESgn3k+PqmUYgL9oKvg/6QCcLBcMKFhC3+Yj9UMgkSQ33QJ8gLLy9KIxkgIlLVIMxi+uWf7oWvUorYIC/0C/XF8xcNIC97AqHV27/QejC3BnFPrUFalBocB9wzJRHzB0UIYB3BHJmExsSEQKjVagT7KLDzfAVqm/T4rZOAv854YWEqcbo7kSh/FaL8VZiSHIoVu7JR26THfydLUFjTbNHxx5bOhD+pN+oUKIrCqL58makND0/C74cLwXEcvtiZY9Hxlw6LwttXDuny+9ZAXLVa3WUbT2d4DPnduDKDo3xxvKgeIb6kPqqrEeDV9rwtkxDlKlfjksFh+Ot4GeJDSHC6KzI9ORif7GwrZ0Qc84TOiPRXdSpzm1fViMlvbrO6P62dgVhH82uRU9mIITH+dvXjSRwvrOsx83L/09MR6qvokNBHIBDci/HxATYdF+mnREygFygK4DjgjcsHITaIPP+JzdWj+uBqY7Jad+s6B3OrccWney3qc3K/ECSH+yIx1AdXdJLILTZu75w358oRMU6yxHW5ZlQfXDI0Cgdzq9GiZ3H7d4d6PKayQYeFH+4iNXlclEBveYe5q6urw77cWhgoOT7amon0EssVJpr1DE4W1eFkUR2m9AvBFeQ8FI2f7+gon3gkvwaldS3472QJVluRVV/fYsCpIg1OFWkwJy0cswaEC2mqxzI1JbTd+cVxHPZlV6OmSYd7frROmudUEX8e3rvyCOYPItdbscirasRDvxxDdaPO4mO+vWUUJiUFi2gVwVJ+P1yIN9ad7bmhGXuXTCOO+V6ApkWPp/44gSNWZP8+O59XTSDYB8mcd20Yo/biy4vSnGwJwVqazYI4g3xIcIWr0WjMnH9uQaqTLSHYwuH8tvVDR0mZEtyH2CBv/HnPOJzKq4CO4VDZzKG6UQs9w6G6UYft5yp67uQCZvQPw2uXpEEhlYCi+Wx6mqIgoSnQVFs2JilDaB2Do/3w3tVD8N7m88ipbERn+UkyCU0c8wSCm8NxHC76zDalvuK6FhTXtSnuvLf5fLcJAgTHMjIuEGsfnIi57+3sse32cxXYfq4CKpkEsYFeGB0f5AAL23Br5/zVo/rgXFkDvtrNZ9oMeH49ll06EGPigxDoJYefF8kE7YmC6iZMfGOr1ceRGmuuRZPOgMlvbkNFvbiLscNibYtII3TNip3ZeGXNGVHHGBhNZLzs5dKPd1vlYLKGeQNJ4ISYnCiss8oxDwA3ftV93bp2bcfG4kXiQBGNH/blWX3M2GVbLG67+v4JSIsi10gxKK5ttvq6+cqaMxbfE1PCffHv/RMgk9A2WOfehBozrkNJ5rVLEmyUR4wLJiU3XA2VjFyPXJl+Yd7YkFEJBbmvuCQzU4KxbEMWAMBbQWrNeyr1LXpMfnOb1e9/YrDpTBmeW9AfoWpSj1hIKIrCoiFRWDQkCi/9m27yGbSy8eFJUCvd2l1CIBBge0B6fLA3JvULgUJKQybh/x8dH4hjBbWQ0nwAlZSmQFG8OopCSiMx1Fdg6z2TdadKcdcP4pQ+bNYz2HSmjDjnhWbpwlSMTQgyZXx3J9F+95QE3D2O1Ec3p6bJtgfSKz9rk47IeHkOlDLyctObMbCc6I55AJj+1nbT9o+3jcb4RJJZai+WSjTbg7mj6u97xxPJNCvhOA5nSupF6/+/k6WIe2qN6TO55grLgkERmNE/DHXNetQ161HbpIOmxYC6Zj0e+83+WvTf7s3Dt3vz8PLFabh+TKwAFhPMWX3/BNQb56uuWY+SqlpoWgwoa+Lw5nrrMuo7Y8EHuwAAO5+YiphA4ggTkuQwX5x7Za5p7uqadabth3+x/9zLKK1H0jNrMaN/KFbcOFIAi92H3KomAEB5vRbHCmrJfd/F2Haer3d90Ye7ceS5mfARuD4uQTzqmttqzv9yMB9XjoghmXsuRGvm9aO/HcfWx6aQ53EX4/sDRabtB38+hkVDopxoDcFZaA2sUx3zE5OCsezSgaAoCr5KqcNq3noqI+ICOjjnZ76zo93npFAfbHxksiPNIhAIDiDCT4lPrk7D3T+fsuq47MpGZFc2WnVM/wg1bhkfBwPLwcCw0DMc9AwLA8v/1DMsFg2JQr8w4sTvjH3ZVbj6832C9bdkbgoCveUI9lEg0Ftu+t9L7vhnd494U5+ZGoadT0xFZkUDmnVMl9LBn2zLwifbshAfpMJ1Y/uCooBwtRJz0sI97qWYYTl8tzcX1Y06PDA9CTQFvLvpvNX9pIT7QkIklno9vgopPr1uOKoataBAgQOv60SBn7uGxiZoGRZ5tXr8bmG95R7HJJGogrB4dB8khfmY5upCKApo1BoEy673dsKNytWhKApf3TQS58vbHPQU/4Vp1radrcCmM2V2jxUb5AXaw+5XYlLdqMOg1/5zyFiNWkPPjQhW8cO+PDz7t3UvWraiY+yrF0noSN8ljjn3ekNmVG+jQceYth/99Rg2PzrFecYQrCbAS4aaJj10BhYb00txydBoZ5tEsBA926at++QfJ7FgUCS8SXCFy9C67lFS14J92VWYkhzqZIsI1nCkoH1ZTI7jPG4dkAAE+yi6LdFZUa/F3uwqUABYjgPLcWBYgGU5MByHZf+dgabF8vc6pYxGYqgPaIqCTELjtUsGIjqABPw6ApblMD4hGH/cPRbL12bgYG5Np+1SIzvWMyYQCO7B+PiAbq/5Z0vrMfvdHV1+bylnSjR4/PcT3bb5aGsWKRHdBS16pudGVrBsbUaX3/1+11iMiAsUdLzu8Jg3vZhAL1NGU+7y+eA4DjVNeiz+Yh8ySttnNGZXNeOl1emmz9/dMgqT+oU41F5n89/JErz4b3rPDc24a3ICnpqbIpJFBDH5fEd2txcmoSEywMIx6x37HxIsZdtjUxAX7O2w8dyFw3nVuOYL4SL8uiImUIXtj08VfRxPwlcpxYJBEVh9ogQAH+wipSnomU4K09nJ8rUZWG52Hf70uuGYk0ZKFtjDuIQg+CqlqDcukPH1GSHK/JkrwwDA8aWzSPkkO3l8drJJ3YCiAAlFwcAKP3dH8mvbqY/cOTkeS+b2F3wcV8LLLNvz42uHO9ESgi0Mi1Fj89kqAMDFJPPTpTAXQ79vaiJxzLsYcYEq7MrinTuTkjxr/cgdaNC2X/gljnnP5XBeNS77ZG/PDW0gTK3AlSNi8NCMfiSRyUmcLKzDwg93WdT22tF98OolA0W2iEAg9FaSw327dJhzHAeG5cByMAZqcbjj+0PYnVll83ib0sswIzXM5uPdhTMlGovqxduLXEKDMc4dAKRGqJEQ4iP6uOZ43NteXlUjPt6ahQatAWtOlvTY/voxsZjggdLb8wdG4Mf9ediXXW3xMZ9uz8Kh3Gp8ffNI+Cik5GXGhRjaR5xa8E/MScYNY+NAUwBNUaApvu4KTV5CejXPzu+Pq0f1Mc2bhKYgoci82Uqkv0rwPg8/OwNKmYQ/r2hAStMg0yM8MgmNDxcPw4eL+c97Miux6Uw5WI7DN3tyRR2bqIvYT3yID06+MBsAoGdYrNiZg6IqDVadKEO9VtjIW3OUMho0KTdrN/dOTcS9UxMBANkVDfh+Xx5oisKXu3J6ONI+Ar3kovbvCgR6twWWFNY0ITmcyOu5EpF+pDatq+Jjdu9vFjhDhCA+ob4K0zbDcaC7UDYj9E6emZOIW37gs9r6kFJFHk1uZZNofZdptPhgSyY+2JKJQG85LhocaVK+oyiA44BrRsUgJtDLFJxKU3ztYrLGKgyhagVoCrAk5vfH/fmYNzCClOQkEAgdoCgKUkn76/J3t4zGJ9sy8b8N52zqc+2pUuKcB6CQir+gNi4hCCnhaqRGqnHZsCin3WM9auW3plGHyW9u67FdgJcMP98xFv5eMlAUX3e91bFI021ORsrouJI74A/G0dA0hZ/vGIvNZ8pw67eHLD7uUF4NBr6wwaqxFFIaN42P4z8YH44mJAVjIok2F42/jxbhoV+OQa2UYmZqOORSCleOiAbDGiO/OA6rjhXbPc4b687ijXVtNX3fuGwQrhwZY3e/ngrHcSaZ35FxAUgM9cVVI2L4CD2OA8ty+FuAeXtlzZl2MvgfLh6KBYMi7e7Xk/j9cCEe++04UsJ9MSw2AFePjAFjlLr772QJWvT2SWAPf2VTu8+kzrx4vL3xHN7fbH1Zl85IDvNFfIg35FIaMgkNuZSGlOYDYGQSGnFB3rhmFKkvKxR1zXoMftG6Z5LumNE/DAopbZw/yjh/NC9DKaWwcFAkUYURkE3pZbjtO8ufQbvDSy7BxKRgyCQ0aI6BTELDW6WAhOaDBtVKGe6YHA+FlFxHAWBnVpusZ0W91omWEGzBvG5yo44hNeddiPzqZtO2plnvREsItvDxzjwAQHyIN2QS91sjcnf2ZLfd+wK9SaCeJ8GyHH46mI/Cmmb8eaQQZZqun32mp4QixFdhVi+Yhc7A2VSirrpR12nA94U10O3l3Ctz3XLd2hZaM11vGBtncbC9I5xEBAKhd6AzsOj37FqHj0tTQPYyImnfSnyIj0mxYPOZMhzIqYae4UvJ6BkWOgOLphYt9AwHLUth+7kKq8fYk1WFPVm8ysFjvx0HAAyIVGPNAxOF+4dYgEe9qVsqhFnTpLe6nsRVI2Lw4qIBbuMcyapo6CDRKhZaA4vPtme32/fZjmzibBKRh345BgDQtBjwx5Gua8grpDR8FFKwHAcKMMucbovsbdExqLewVnJ8CJFEtwetoc2hezC3psuaWAAQZFxQaPPxtXf26QyMxbXQYgPJvFlL6409o7S+Q+mUVvyNktcU2qLgTWcYBVQ2WFYHeVRcIJHEExEhf7Vny+pxtqzzv4dWnv7rZI/9/HT7GIxNCBLKLIKF9LToduGzTFfkLJtHAjAsQMjrWpOOwfrT3c/fWxt7jm5/+eI0XD8mViizei16hn/eeGB6Eq4iQZUuy6FnZxDHvIshNV73RvcNxGuXEhldVyPER46Cmhb8dudYZ5tCsIFdWW2qkQ/OSHKiJQQhKaptxvpTpZBJKICi8MbaDIvXrzpjc0Y5gn3koCiKXyMzJm6FqRXQNBsAcKbvOPCZ8Bw4409+JwdOlDJbnTE4xt/jFfZyKxtR3aTD6uMlXQY+PDAtEY/MSnawZQQCobdR22TZOqwQ7HxiKp88QAP+Ks8LCiyubca45VucbUY7pE64YXrM2zrHcZBLaexbMh3VjTo88usxZJTWQ0pT8JJLLHZSdcUvhwqQV92In+9wjxex8z04D8Ti8dnJoCkKI+MCiGNeRL68cYRFighaAwutofMb00WDI/HqJWmQSdoyP4mzQVysOSeqGjuft0n9QvD+1UOglEkgpSk0NtSDoiio1WqhzCQA+OCaobj/p6Pdtqlt6jwj6t2rhmBmahikEgpSmiaOdwfBsBw2nC6FjmHBcQAMWnjJJRgc7Y8vbhhhrCXFwcByMDAs9AwLPcPhpwP5OF2scait13yxD4/O7If7p5OFw1YKa5pwKLfGJAcZ5CMHx/H3OwPLK4swHIf6xiYYGA5SuQIGhsVzq0473Na+S/7DpkcmITGUSIW3sjuzEpUNWnAcX06iVb2qs3PPwHDQsywO5lQLohZjDc/9fQrf7M7B5kenOHRcR9Ma4FdY04Qj+bUYHitO+SOCOAyJViOjrAF/HC7EjePiyDuVC2EwauwaWA4HcqqJjK6L0T/MBwU1LfhyVw6m9w/F8NhAZ5tEsILWwOhLh0UhvViDhhYDFgyKIGscLsqaEyW4d+URu/sJ9JabguFlEgoB3nJIjKX/aLPyf/w+oLy2Ed+ZKdgAgExC4YNrhiLcTwWJ0ZkvoSljCcE2ddbWPulWOfvWNmYqrgCvCEX+Lntm0htbkV/ddYmC+YMiIKMp/H2sGOtPlyEh1ActesZ0LTAwHG4aHwc/lazLPggEguvDcXzdeIbloFbJsPOJqdiTVYkn/+g5ccYejhXUYuFgz1SpXX+6FHd+f9gpY7+8aADvy5Lwipj8ujt/j5VKKOw8XwE9w6Le6CvmOGBGaphoQe8e45y/9dtD2JJR3mG/geXaOealRnlLqYQ2SV3Waw3QGTNWk8N8u8x6e2hGP3GMdwJz0iIcPuauJ6ciOoDU9hIbluVQptHipnGWyzh1xj/Hi/HP8faL4iQbUFxK61pw56R47DhfiTMltjkDd5yrwJCXNrbbd+SpCUKYRzBDLqUxKzUMG9Ktl7drVbZoZdmlA3HNqD4CWUboCnvqQjmDYcRZ1o4Jr291tgkWE+WvQpC3oueGHsK2s+W46euDzjbDYi4eEuVsE0RnWDQfsPfnkSL8eaQIx5fOgp8XWZh0FdIifHCsUINlazPwy8ECbHlsirNNIlhIn0AVAOBwXg2uXbEf/9w3HoOi/Z1rFMFiFg4MxYaMSny8LQsfb8tC5qtzISXy9i7D1SMi8eH2PPx5pM2xGuKrwJh4olblivgou1/u7hvMqwO2OmVYjs9uZzkOOgMvmVuvNaC6UYd1p0vtskXPcLjrB/sDBVq5Y1I8np7XX7D+3JXxicHIP5DfYb9cSkNnYLHmRIlp39myejz487EObXOrGvHOVUNEtJJAIDiT/OpmLHhtp8PGoynAGIsLmYSGnmE9shRSQoiP08a2JUFnVN9A/CqSMpbHOOcXDIro1Dl/IbeOjca9k+NIFil4eY0j+TWdPqCIQZlGS5zzDuBAbrVFssm28NXuXMxKDTMFtvA/aUgk/GeaMv4kmcA28cDPR3Egp7rnhlby48EiXDxc1uW8Scwiwgk9U65pETQCcMmfJzEwyg9qpazdnMgumCMpUa+wixvHxbmUc/7aFfsB8Com718z1MnWOJ+3rxyMR3497mwzLKKothlDX+aDpP64e6zHZ9ZNSAxG32Bv5FQ2OtsUi3hr4zmTBH5rHTR3I8KvffCIjmG7aEnojQyJVuOHg3wAbYMd0r0Ex6OQ0vBVSFCvZQC0lZgguAYXZtQQx7xrcfu4GHyxu8BUSi7ST4lRcZ79jObKTO4X0u1zWnWjDsNe3tjl986CotrK3lGmz/xOCnxC2aIhnplpaS3LLh2IZV2UiHno56MWKXD9dbQIa0+VYHxCMD5YPBReco9xoxAIHkGorxyT+oVghw01y22BNatoctcPhz0uGeuXg/miKxKIQVf3EiHwmLvKRYMje1y0DfZRYE5qiIMs6v3EBHohVK3ApcOi2kUPC8kNY2Px0qI0UfomdM7ovoH4cPFQ3LeSl9zuF+aDCD8VWI4Dw3Im+VidgQXDcfBVyFDT2IKMsp4XzV9enY6XV6dbZMf2x6cgNojUMreGT64dhtfXZeDXQ4UAgCnJIUbpHdY0dzqGl/31VUqhM7A4kl/bY79vbc7BW5s7r711IQefmYEQX5Lx2R2haiW+uXmkKRN0YlIwKIoCy3LQMywMLH9+qeQStOgZnCis67HPBR/ssmjstCg1Vt8/0S77PRVfpazdAo5Go8Gr6zLxy5GSbo5yPkRumufSYdG4dFi06XNNo87kAO/NhPoqnW2C05FKaGy9ILN31bEihwWH2sq8geHONkE0zpW3PfMdWzoT/l6eVwPPlXl2NR88Mm9gOD5aPMzJ1hCsoUFrMDnmdz4xFTGBJHDdlfhqbwEAICZQhW2PTXWyNQRr2Xa+2uSYB4A9S6Y70RqC2HjJJRgY5YeTRT2/i5sTH+Jtcp4DvMMc4J3o58oa7LarrTa9eU16fvvH20aTcicC8eJFaZiaEopX1pxBRb2227YtehabM8pRUN2M5HBSloxAcCeUMgm+u2VUu306A1/GkuE4MAwHDryqCstyOJRXg3t+FEYJZUJisEeo8pkT78SMeUtRK6U48cJsh43nMc55qYRGzrJ5+HJXDl5Zc6bTNpUNWlzyRdsJFuqrwOr7JyBU7bkLp1vOlNvkmI8OUJmybSmKf3ClKWDxqD64aXxfESwlWApFUVgwKBILBlkebbvs3xMWOeetYeEHuzAg0g+fXjecSKVaSJCPAm9cPhhvXD7Yovb/Hi/Gkfzu655by5x3d2BoH3+8d/VQeItUb8UdmJIcalFG5Yqd2RY55y3lVJEGo1/bhIWDIrGESN3Zzag4f8Gd81KaAstxWDK3P26fFC9o34Q2ArzlGBCpxuli20qAdIWEphDgJccfd48lAWYiMlgEGWeZhALDcpg3IBQvzk9CUIDwY7gLNU160zZRzXE9WvS8c0lC00RRx8WgzearVNNCnPMuRmtgU6CXHBJy7XQ5iutanG0CwYEoZRL8e7+w5f3+PFIoqpLXsYJa4pwXCD8vGRYNicIiM8dYTzWQZ7+7AwCvyvDVTSPJdZ5AcFPkUhpyaefqRxttKF3aFS8tGgCVXCJYf67AyLhAQdQH92RV4tov9kNCUzCYyxEIwHVjYgXtryc8xrOyYmd2l075riiv1yK3qsljnfOP/3Ycvx0utOnYB6YloU+QlzHq03iSGH/szqzEsD4BHncB6o0wLIc/DhfiXFk9JEaH0Rc7LcugthdNiwF7s6twOL8a01LCHDKmO5Fd0YAf9uVDKuEDYD7bnu2Qcasaddh0phwZpRqPl2K2hILqJqw8kA+W5VBQ04T/TtpXr84SyjRarNiVg/unJYG8LtrHxAThs9JbHxxf/e8MXv3vDDY9MhmJob0/etQVef2yQRarTlgKw3KobNBi8pvb0C/MBxsenixo/wSePoFeGNU3UNBSLnqGP/dWnyrH6lPl+OKGEZiZSp4/OuNYYVtQi1pJAihdleQwcm9xNUo1bdl7w/oQZRxXo6JBBwDkHclF+fu4cAvuBPegoLoJ60+XQkpTkEpoyCR8+T8+AQmobzFgqQ21ay/EWy4BRVHoG+yNz28YjmAfBSkr6CA4jsPPBwuQXqxBZYMWI+MCUF6vRV5VU5fHHMmvcaCFBAKhN/HWFYPxwkUDTD4UluVgMCrZGlgOpXUtuOyTPd32ER/ijW9vHkWCcG2gWceg/9J1ps9CO+YB4GYHJxV7jHN+69me681fyH1TExHiq0BWRQPig709JvNg1/lKXPflfrv6eOKPExa3HdU3EAsHR4Jl22TVJTSFxaP7QCkjDnyxGPjCetS3CF+H8q7JCdiQXorsis4z7RNCvPHxtcOhVkkhl9AI8iES6daw+UwZbv32kOD93jk5HhtOl3VZ83dQtB/euWoIVDIJVDIJAryJxG13NGoNGPD8esH6i/JXYXJyCFbuz++yzUMzknDFiBjQFC/R7qOQQqNpFswGT0Qpk+DQszPw+G/HUdGgxakiYbOwAaC4thkABylNQyalTZn1gd5yKKTkHmgPaVF++GjxMHyzJwcHc4VfRPH3kiOjVAOZhIaMpiGT8opBoIhcvb3QNIXvbhmFF/89jfNlDTiUJ/z81TXrcb6sHlIJf97JjLWBfZTSDnWDPY0bRkfjy722BegSnE+EWoESjRbvbT6P+6YlOdscghXEBqpM2006A3xJcIxLMW9AKFafKsdXu3OwdGGqs80hWMln16Rhynv2rYMRXBeW5RD/9H9OGbtRx5czOVlUh9NFGswgwaMO4erP92JfdvtA4Eg/JVIj1Rgc7Q9vhRS5lY04VVSHf+6fgAg/JVmjJhA8HJqm4Kfq+vk8yl+FlbePxuIvun6eyK5oxMQ3trbbt3h0H9wyPg6JoaR0BsDfk0s1LZAaM+P1DAs9w6FZx4CmAKF98iG+CvQN8saLiwY4vJSvx6w8/XjbGHAch3c2nsP7WzItOubDrZn4cCvf9ok5ybhnSqKYJvYa9AzbcyMBOZBT3WlmVHm9Fk/NTXGoLZ7EwCg/7Mmqsvl4X6UUfioZZBIaNAVkGZ3xn27P6vKYfmE+WP/QJI8JdBGDSH9Vz426QSGlEeKr6DBv3WXej0sIwsrbx9g1rqchldj+Nx6uVkIho3l5HoZDfnUTimqbu3XM/3T7GIxNCLJ5TELnsByHtzeew9azFbhkaBQGRvlDZ2ChlNEoqGnGjnMVdo9xw1cHOt3vJZcg/aU5dvfvyRTVNuPelUfg7yXDNaNiAAD1TVoEecvw7X7rS/ZcyIGcasx5d2en371x+SBcOSLG7jE8md8OFeCnAwWY0T8M14zqAwPDgqYoyKU0vt+XZ3f/j/3Wtexo+kuz4SX3mNekDuRVk8AuV6Y10+7a0Y6V5CPYD2tWY9jbg69BropKxgd5XT2S3P9dkezKtkzZf+8TVu6cQOiM+YMi4CWTQCWXwEsuhUJKI7+6CSt2ZmNYbABRUBGZCx3zrbx8cRoi/OxbdyMQCJ5HerEG167Yh2Y9Y/WxK/fnY+X+fEEk392BF/89jW/32r/m0xXRASrM6B8GTYseCqnEpKLy4M9HsereCQ5V+/aoNz6Koix2zANATKAKFCiE+ipwxXDPecGamtKxVvLmM2V47u9TgtThktAUIvyUkNK8TFNSqA+CfRSgKYqvU09TUMkkuGdqgt1jEbpm5e1j0KxjsPZUCcrrtWjRM7x6AceBYXl5J62Bxe+HC9Gg7ZhhX99isDrzvqSW1HGzl/4RauQun4+j+TU4nFeDRi0DxiilY/rJclifXoqCThbXtQYWhTXWLbqXkvp7VqOQSpC7fD7OlGiwO7MSDVqDaY4MLD9PW89WILO8ocOxpRrrf9/NeuFVMAjAPyfKTEERfx2135lrTphaAY7jJRE5s+ovHAdIaOCZ+STjyl7GL98CAKht0uOnAwWC9RvgJYNcSoO7IFq3df6i/JWYkhwi2HieSGZ5A54zyoRuOiOszGyoj1H5xSxQsHUqKQBXjoiB0sNVK0gMpWtT1chLax8vrHWuIQSrMc8CqWrUOTxzg2AfGuO78YnCOidbQrCFJn1bksrjvx/HuocmOdEagqOhaQpZr83D74cLkFfVhI+3tSWd3DkpHlIJBZbjg6g4js/qa/vMF/NkOQ5arQ4sBzCg8fex4m7HXHOipNvvf75jDKIDVKAoyjgeB6mERpSdCRsEnuNLZ2F3ViW2ZpTj9yOF4DiguK4FY5dtMbVZ99BEpISrnWglgUBwFT7ZnoWaJr3F7WemhkFuLJkik9BYNCRKROtci8WjY7EhvQx6hoNRnLIdFAVUNehslrUvrGnGN3tyO+w/V9aAF/89jeWXDbKpX1vwKOc8APxw62iLJNuXzE3BnZOJc7gVIWW0GZZr5xzsSv78/umeoVTgTFRyCS4dFt3pd8Ne3ohq4+KeEBx/fla30i8E6xjaJwBDO4mkfnfTOby76bxg42S8PIdId9lB/wg1+ke0f5nbmlGOm785KEj/Ly0agBvGxgnSF6E9TToGS9cIdy6Z8/zCVIfXMfI0fjsknDP+QtY+OAnhfkS2XixYlsOMt7eL0vfEpGB8dEV/AIBaTRbaukIppU3b9S16Iq3tYiQGe+FUSQNyuyhVROi9MGYLTMW1zcQ572K0GHjnbnqJ8GWQCOLjq2h75x0Q6edESwjOQkJTuGpkHwDAE3M6V/HkjM75Sz/Zg2MFtaLac/Xn+zrd/9YVg3HZ8M7X8QiW4+clQ3yIN+75setSTn8fLcZTc8k7A4FA6Jm3rhiMktpmi0ryzUoNw+c3jHCAVa5Jcrgv9i6Z3m2bTSfycdvKk4KP/fPBAtwzJRF9grwE77szPMI5/+uhAvx0IB8ymu4YatEJ/9w5HIP6hotvWC9lS0YZbvlG+JrW1jAuIQhSmu65IUEw9AyLpGfWitI3kWURl4+3ZeKNdWcF75fMm3AIXYMeAN67egiJrBSR3KqmnhvZyIv/puPFf9M77P/s+uGYPcBznz+E5GBu5zKFQjBm2eYO+yL8lPjnvgnEkSIAtsjAWcrO85UY9FrHUgR3To7Hkrn9RRvX1SirbwvOlEnI87irUa/lzyESFOt6mGd/CFxKkeAAfBX88lp0AMlqdUUO5rcpHmw7W+5ESwi9lZX78/H0X8I7AjojxFcBGc1n69MUrwQroSmEq4lCl5B0pe55/7REzBsYgfgQb3AcR0pzEgiEHpFLaVw5IsYi5/yG9DLEPbXG9Pm5Bam4dQJJ4OmMjFJNl+UkxWJvdiX6BPVxyFhu75xnWA5P/H7CorYrbx+NtBC5yBb1fnQG22vOH1s6E/5e5HfoilAABkSqcbpY+Ej/dadKMSeNOJzEIsxXnAzOHecqMKkfefETgtYXaVsk67vilTVniHNeRFIjfLHjoTFQenvDwPDlIgwsBwPDGn9yWPjhLkHH3HC6jDjnBWLZpYPw6KxkAGg3b7V19WA4DqfKtHhpdccACVspqWtBQU0Tcc4LgLdCipMvzEKznuHPO9P513buPfDz0S6Vl2zhs+3ZxDlvRo5ZcBJxzrseecayRjRZSHY5zEuGBXmTd2pXo66ZlzK9sOwNwTUwP/+qBFQQJLgHvx4sENQxPyY+ENNSQlHXrMfQmADMSA0TrG+CZegMLF7u4n3wgy2Z+KCTsrjrH5qE5HBfsU0jEAguyhUjohEdqMK2sxX4fEe2xce9vDodL69Ox6ZHJiMx1EdEC12PEwXCl4v6+Y4xUCtlkEooSGkKUpo2bYMCQnwct67n9s55CU3hwDPT8eBPx7A3u6rLdndOjkdMgBcMrJ6fCA9mTlqEKWPWPIrHEoa8tBE/3T4GYxOCxDCNICJSCY01D0zEN7tz8EInGZ1dkRqhNkn3yaU0Bkf7gePasj3ig71JZK/IXDY8GsnhvljwgeWOQvNADLmEwuAY/3bzlhLui9HxgSJY65koZRLsfmoarvpsr0VRlAAfLV9RrwUAJIb6wF8lM9a05iClaTw+J1lEiwkA4O8lg9os+CWrogEz39lhd7/Hls6ESi6BlKZNmRAEYZHQFMLUbXPHcRxW7MzBq/+dsavfZ+b1x/VjYyGhKUgoCrSHPzOKha9S1k5KvaZRh2u+2IeM0nq7+l3/0CQEyRnQNIUAPzU597pg8YhIvLU5BwB/LhFci8uHhOP3Y6XIJrL2LkekX9tCECkr5XosHBiGnVk1KKpt7rkxoddxx/g++HZ/kbPNIPRS+oZ4C9rfvuxqlGu0WP3ABHjJ3X5pvldS0aC16lmpX5gPwtWktBmBQOgaiqIwLiEYI+MCEeqrQHqJBmtOlEBrYSJsXTMJDryQK0fG4MqRMQD4dT2W45Oxa+vqcOdPp3C00PokU/OyMV/eOALT+zsvQM4jngBCfZX47tZR+Pd4Mco0Wry+LgMxgSoUVLe9NH22PRufbe8Y0fLA9CQ8MrOfI83tVeQsm4e+S/6z6pgHfj6KAZFqUOAvSvxPAKBA8QEoxp/Gz8ZtmL6jEB2gwsMz+kEuJdk6juam8X1xk7EWMsdx0BpYVNXUYeGnh1DdpO/Q3rymns7A4mBue8fj4bwaXDw0CuMTg8U13MNJi/IzBdVwHAc9w0HHsFi66hT+PNJxkcFcIUHHcJ3O2yVDozAijjjohUJCU/j97nGmzzoDCx3DYtyyzdCYZWq00uqYB4DM8oYO37+5/ix+uHU0uU46kOVrM6xq76uQ4uGZ/XDD2FhISfapU6ls0FntmI8JVOHbm0ehb7A3ceI6mZ8PFljlmKcp4MoRMXjhogEdHFwaDX//I3PaNfWd3JMIrkOoL59xPSia1Ex2NcwTrhUy8tzgaijIM7lLU9nQtiBOlJAIFzIyLtCisn+F5dWY8PZei/rMrmzEe5vOY8k8ot7kDKL8VTjxwizUtxhQ1aDFRR/u7rb9h4uHwc+LlAwiEAg9I5PQuG1iPACgf7i6y7WoSD8lvr1lFJLCiCKHJVAUBQnFr68rZRJ8e8NgqNVqALzDfn92Fe784bBV6xm3fnvIqWV9PcI5D/AnxaXDolFQ3YQkozzE0YIafLQ1q9vjjhfUOsC63kdBdROKa5ttiuCsqNdi29kKu20YFOWHuQMj7O6HYDsUxV/sfJXSTh3zlnLtiv3tPv9x91gMjyVOX7GgKApyKQW5lO7UMW8pl3/a/qVy9f0TkBZFFnqFQi6lIZfSnTrmLeFATjX6PbvW9HloH3/8cOtoeCs85tYuKjmVTShv0MHbS8dHZnIcNqaXWdXHyRdni2QdoTsYlsPB3GqwLAcOAMtxOJBjXQ36lxcNwPVj40Sxj9A9ZZoWZBkDklrn74311gXG7F0yvZ1yAsE6zle0ydrXNOoQQOS1XYrNZ3m1uGYd42RLCNZiPmf7s6sxk8gcuxStmTs+5FncJdmV3Ras3qglQWqEjrDGdwwOfOkYmmqfiERTFKprOwbVd8dnO7LxmVH6ePvjUxAbJGyGPqF71EoZ1EoZnrGgZMGNXx3A9P6huG1CPOKCyTwRCJ6GzsCiulGH1hh/jgNfeo/hoGf45KszJfU4nFeNtCg/NOsYNGoZNOkNuH5MLL7fl9ehz5cWpRHHvEBIaArjEoNx8oXZeOCno/jneLHFx/5xuBBhaqUpqdhHKcWgaH/RbDXHo94aGJbDxDe29tjuyFMTEOjvuQ6oygatRb+nC7llfF9M7BcMcAAHjpfINspkcxxn/Amg9Tu0fs+1awcAfioZJpNa172KXQ+PwdXfHEdhjf0yfXuzqohz3kFkvDwH9/x4BFsyyu3u60h+DXHOi8Dx52dh8Isb7O7naH4tqht1xDkvAOfL6rHo88M2H3/gmekI9SWOQWexfO0ZfLEzx6ZjZ/QPxYobRwpsEcEaRr+22eZjSWklYagxC8gkjnnXQ2nMuPYn2V0uR6OZcz41Uu1ESwi2UKrhVa/igr2cbAnBFk4Vtyn0kHqvhM54Y/1ZfLq9+wQveyiqaSbOeQdT2aDFrd8esigxr6SuBT/sy8fBnBqsf3iS+MYRCIRexeAXN6BZb2nwc4FFrQ7l1WAGCcYVnPevGYr3rxlqcbnuR3873mHfe1cPwaIhUUKb1gGPWsHfcLq02+/PvTIXLU3WRTm6I0HeciyZm4KN6WVo0BoslhH9ancOjhXUINBb0U6+HgCuHR2LScTZ7tKoVTK8c9UQ3PDlAStuRp3zvw3n8L8N50yfo/xV2PLYZCikpLai0ChlEjwzvz9OFNahskHb8wHdsHTVaSxdddr0OS1KjX/vm0Ckge3ETyXDR4uH4d6VR+zu68LAqunJQXjnslS7+/U04kN8cNu4GBwv0kAqkYKm+UyInecrLTp+1KubsfbBiegfQRbWncGtE+KRUVoPPcMas1oo6BkW+y3Int90phwDX1iPI8/NhIyUInAKb1w2CH8eLQQFyupz75ov9uGrm0ZgWgp5wbUHLzl5HnNljhfx726hRD3C5fA2O/fUSo9aqnELWgObRpKyYC7J0Gg11qbzCpATSEk+QifcPD4Op4vroNWzYDkOrDG5iAOQUVJv8zrZmgcmIDVCTdZVnEBGSb3Virlny+pNDp93LuuP6cnkekEgeALLLxuIV9fw8vStpag4DkblFL5kc3WjDjrGsvryAPDPsSI8NTdFBGs9m8oGLUa8ssni9hOTgvn7OssrN0b5qzDDQXXoPeqNb2xCEEbGBXSordxKqzzwUzPjceNEb8ilNCS05z0cURSFOycn4M7JCciuaMC0t7ZbfOyR/NpO968/XebU+g2EninTtEBnYPnACuNLAcvyLxya+mawLAc/b288M78/nv37lKBjF9U2g7X83kUwo75Fj5pGPWianzcKMN1QGI4Dw3LgOA6vXZKGO763PRO4MzJK6k0PIoTuqW7UoVFrAE3z8ncsx59fDMuB4Tj0C/PBpUOj8OdR28sQdEZulf1KF56IhKZQ3aTHwbw6m/uY+95Om47b9MgkJIYSWSt7sdSZ2xn1LQYkPbO254YXkBzmS7IoBEAho7Ev27oyBObc8s0hm45bccMIErVupLy+LZivRc9AKSPOeldErSSZ865GvbbNsXOurJ4ojbkYFcZrpy9RsXJJ/j3VpjQXSmrOEy4gt7IROobF8wtTUVTbghu/OmB3n3uXTEOEn0oA6wi2MiEpGBkvz4GmWY/KBh3WnirBB1syLT6eJothBILHsGhIlCmT+tZvDmKzjQq17109BIOj/aFWyeCnIu9r3dGkMyB16XrRx7lw/TAp1MdhPmGPemvw95Ljt7vGAeDrud394+FOa6Mv35iN5Rv5mj8TEoPxw22jHWpnb+FEYS0u+nC3xe2vHxOLCUl8xGCrfH3r9pA+/sIbSBCMDadLBXfcdsVf94zD0D4BDhnL3WFZDgNfsF8O3RJIFrDtZJbXY8bbO0QdY3C0H1bdN6HDfo1GI+q47szBvFqnjHvNF/tx8JkZThnbXahr1vfcSATOltVjY3oZqRFsJ+fLnKNiddt3h3DmpTlQkazxdvWSS+pa0JfU1XRJMkrJM4Cr4atou/5o9SRy2dWID/ZCdlUz/jpWhEdmJTvbHIKVDIjwwUmjtH1edZOTrSH0Jv47WYJ7frRf5c4clUyCOe/u5IPCG3Wm/fdOTcDjs0kWpSP562gRlvzZc835zY9ORkJI+5IXZL2FQPBMtp/r6E+0lAd/PmbanpYSiq9uImUVu+KLHbaVq7SX8+UNMLBczw0FwKOc8+fK6jHrHescJFeMiBbJmt5P/wg1bh4fh8N5NThR2HX24BuXDYJCRoOiKGgNLJJCfYgTz8UY3TcIExKDkVPZCI7jwHIAB+NPDmBZFpwxRZrfx0HTYuix30uHRmHWgHAMifFHuB+R1hQaigKenJOCH/fn8fPEcaafrDFAxvyzpfN25YhoTEsJw/DYAISQrAG7iQn0whXDo7Enq8okf8fPCwC0zY01c/TJtcPg7yUntZVFZM3dI/HE3xlYl277Q7ctLBgU4dDx3JHkcF8cfW4mhr680eFjR5B7nd08NjsZAd5yvLw63aHjDozy80jFrM6Yntx2bwn2ITXnXY2lcxPx0tpMFNYQ9RxXw9ssMEYmJaVVXI3rRkVh09kqVDXoem5M6HU8OTMBPx8uAQCsO1WK5xcOcLJFhN7ChKRgzOgfhvzqRn6xnv+v/dqZMZ7KwPAKKDTNX8PrmvVo0jGQ0lS7hf5mPdOpDP5HW7Pw0db2de2Jspq4fLItq8c2N4+PQ02jDiDVWgkEAoDM1+a1+2xpbfML2WJj9r2nkBLhnHufI9W/PcI5b2BYvLLmDL7Zk2tR+x9vGoLxKVHiGuUCyCQ0nl84oMc6DU/8ccKm/mcPCMNn14+w1TyCgPh5yUwKERmlGsx51zY55gv582iRSaablDUQHoqicPeUBNw9JQF6hsWUN7ehqM7+hdhfDxXi10OFAMi8CYFCKsGbVwwGAHy/NxfPrTptd593GyP3P7hmKBYOjrS7P0IbWgOD19acweG8ahisqBVlC4mhPtj0yGRRx/A0sisa8PjvJ2BgOYT6KtrJcwvNx9cOw7yBJJhCKDiOw5e7cvDviZJWCSZRIfe3rkkvaVMv8CXS6C7Hziy+hBsJ9nI9mnRtjpqBUX5OtIRgC3uz+XNvVF9SjsAV+XZ/oWm7pK7FiZYQehtqpQwrbuy4dnk4rxqXfbLXoj7sycAL9CYJE2Ky9bEp+H5vLgprmrFiV+dZml/vzsXXu3OR/do80CSYl0AgXMC5V+Yis7wBS1edwvDYAAT5yNGiZ/H2xnM9Hhv31BoMivbDP52ooXo6sweEd1i3eX1dhkVBVbbSN9gbiz7ajXC1AssuHYRAb3GTFTzCOV/dpLPYMb/30bHtItYJwJx3xZFjJrV5eidKqThyrnFPrcGhZ2cg2Ie8WIiFv5cMRbXCZkmlPLcW+5+eQergCISPUtj7y/0/HUWD1oBrRvURtF9P5lxpA77dm2d3P4HecsgkFKQ0zf+U0JBJaHjJJaApvq79U3P7C2AxwZyvdufgcF6N3f0E+8ghpWnIpTSkNAUJTUEll0AmoSGhKfQJ9MLU5FABLCa00qLng2mFIMRXARlNQWY2fz4KKWiKAscyuGwocVp2h78Xuee7Mq2BZeRdy/WQScicuTJyo9pBvzCS4eqKxASQ2t8E65BLxCuFRIJIHYeEpnDT+L4AAE2L3pSo0hnxT/+HA09PR6iaqKURCIQ25FIaqZFq/H43X06b4zisPVVq8fFepLSexdw8Lg7pxRrUN2vBsBwMHK/kzbAcdAYWBpbfrrRRySqnshEAcBzAtJRSXDVS3PV2t/dCH8ipxjsbzyHYRwGVnEZpXQv0TNcRi/+drsAVw8iCXSsNWoPNf8w9se1sBfo/tw4cOs5HZwlTXIcNXj6qtW3rbo7j8PqiFMxOJXpDthAX7N3hReCe7w/gv9P2SzvrDKR2oljIJDTWPDCx3b6/jxbhoV+O2dVvi54VPXvYk7hkaDQuGdpWLuV/68/iw62ZdvVZrhEvM9gTGRjth+2PT8HkN7fZ1Y957UAAWLogFdP7887cPoFeoIjTRBReWDgAQ2IC8Nhvx+3qp6pRZ3q+CPSWY8WNIxDkLYePQoogEmQmCiq5BAeemY77fjyKA7nVdvVVYaaYcPnwaDwwLQksxyHSX4WWJufUtHclysh9xaVpzZzfdKYMzy1IdbI1BGvQmr0rySVE1t7V+GA7H9z5+Y5sPD2PBGC6GlqyVkGwkoHRfh3WzoorqvHMv+eQU9WM3Komm/s2l0h+fmEqbjY6jwni8sblg/HG5YOx/nQp7vz+cKdtRr22mQRPEAhuQIPWgC/3FoKWSEHTFCQUH9RPgS9DerSgBrszqyClKUxICoaB4aBjWLAs78nSGVhoDQx0Bta4bfzJsD36P4J9FPho8VCMjielSq0lVK3Et7eMgkajQalGC4XKC5nlDbj120OmNkIInPz3wESkRopfttttnfMV9VrMfW9HO8dymFqBcQnB8FZI4C2Xwlsh5bcVUoT5KhHhr8SAYJIpYo6YztTO6isJxYo9BcQ5LyBCOOYB3oFMcBzvbzkvSD9SMm+i8fnObLv7EDobnwDEBnnjwOPjkFfdjKIGzu4gFwB4aXU6XjLW0H5gehIemdnP7j4JHZFKaFw+PBrjE4NQ3ajD/SuPItsY+WoN5kGC1Y06XPrxHtPnbY9NQVywtxDmEi4g1FeJn+8Yg7Nl9WjSMbjskz09H9QDvx8uxO+H+QyY5DBf/HbrELv7dHdI5rxrkxDshazKJiST7F2XQ2K2kiR+cQ+C0MzuH4z1ZyqJopWLYl4K6VHynE6wkYzSBmw9VyVon6uOFaOmSY+7JydARbIrRWPVsSI8+POxLr+/YWwsDufV4Nn5JPCRQHAHvtxTgC/3dq2U0YqB5bDtbHu/SHywN+KCvSGX8GqLCin/s/V/hVTC75PQUMh4FU2W41DdoENalB+mphAVRnvZcrYSD/3RufKirZVkbpvQF5cMi0KknwoBIsvZt+KWK/qNWgPuXXmknWP+tgl9sWRe/3YvvJ2h0WjENs+lCPSWI/PVuUh8Zq1Nx/9w62hjhiD/maL4OtlU6zYo408AF3y+sB0ofps2298q12i+HwAaG+rt+ncTeGqbdBjy0kZnm0GwgYEvrEd9i0GYzsjqoChMeXOrIAFQ+7KrcOsEEkkvNEqZBMlhPhiZpLbIOd8/Qo1Abxl2Z3ZcjPFRSOGnkoGmAZVMgsuHRXfSA0FIIvxUiPBT4d2rh+CiD3f32H5cQhCKapuR10mGS5C3HCq5BDTFR0xH+hPZUzGhaQr9I/gI5Ug/JYp7qPuqkkkwIi4AO89XdvhOKaPhr5JDJqVAUxSeXUAyGS0hyq9NHaK+RU/qzrsYrc9/G9LLnGwJwVqU0raA2KP5NRgRR2qXuxI6o0JjfrX1QYEE5zMhIRDvbs0FAOzLqcL9SHKuQYRexe+HC+1W5rKVYwW1OFZQCwrAwyRwRDSqelCNfXRWMin3SCC4EXdPjMX3B4pMz2/W8M/9E+BDymI7lRF9/DC2rz8K67RgWX7dQtOJH2REbACkEgr7sntWZ3xsdjKUMscGwbnlX9F/J0twIKf9L1wpk/TomCd0pK5Jj8EvbbD5+Ou+3G9V+4uHRCLYR2EmUW/8aeYdvFDynuO4Du11Oh04AHK5DBzH+xY5jgPLAizH4cm5KaT2+QW06Bl8vDUT1U06MCxwKLca58vtl36dmhyCy4fHYGRcAEJ8ye9cDFafKMa+7CowLFDdqMX60/Yvxs4bGI75AyMxNiEIfiSDzm60BgYfb81CVaMWDAv8dCDf7j4/XDwUgd5yjCUySKKTGqFGekn3wXtnjN/fPy0Rj85KdoRZBAtIjbBMhmpPFh9Use6hiUgJF1+6imAZ146JxZvrz3bbplnPYOf5SkxMCsaXN4401fztChKI2zN51c2mbbLo4HqUGxeXl1060MmWEKzFYJbmkRbl50RLCLZwKK8WAEjQrItypKDOtL1gUKQTLSH0RqS9YD35vc3n8d7mrtURV907HoNj/B1nkBugM7BY8udJ/HeypEd118EvbsDLiwbg+rFxjjGOQCCIilxK49CTE1DeQmPpqlOoadKb1vV64uV/0/H65YNEtpDQHWqVDJ9dMxBqddfrd1vPluPmrw9a3KejHfOAmzrnLx8ejVC1EhklGixbmwEA+HBrpqmu791TEjAxKRij4gKJXHMPaFr0Dh3v72PFDhmHA/C/KwY7ZCxX4eOtmXh/i321r82JD/bGe1cPhYTma7ZoWvRo1DGQUBRomlc6kNAUQnwUoHvBi46rUq5pwX0rjwrWX2qEGq9fNsg0b9WNWtQ169vNm5SmEOKrIDWzreCjrVl4v5sXaWv4+Nph6BPoxc+FhEJWRSOkxvlqVRFRyiQIdJAEj7vz4/68Hh3z5vxxuJA453sJeoZFkpXKP+fLGohzvpdwvqy+R8e8OTvPV0JrYHp0zhN6pn+4j2mb3Otdj9Fx/tifW9shoJnQ+zEvAeaMxSGCfdwyNgbvbcvFmZJ6TEsJc7Y5BCu5YmgEXlufBQB4Z+M5Up6AAAA4VVSHBR/scrYZFuFLyt1ZRV2zHo/9dhwbrVAa6m9h4DeBQHAdzpfVm5I1uiNcrURskBfUKhken0PW/FyBQ7k9Z8ubM//9nVjzwESRrOkct7xzUxSFkXEBuOv7w51+/8m2LHyyLQsTEoPxw22jHWyda7D6RLGgDj8huGFsLGKD+Bqv5suE5jL4rWhbeAlUlUppbMPLmdJGafxFQ6IcZbbLMH9QpKDO+ezKRiz8sOeXmOvG9MErF5PMHlsJVSsF7S+9RGPRvN03NRGPzSYPI5YyZ0C4YM75e348YlG7jxYPw8Q4UhfbFtafLsWdXTxDdMXeJdMQ4Ufkzp2NzsDisk/24GRRXc+NjdAUcP7VeURhqRdgywLoyttHY2x8EHEiC4i5T5fjOPK7dTEGR/lif24tnv7rJBaPJs4lVyW9WIPUSOIEcCVaL5Vvrj+Le6cmOtcYgtWYZ82W12vRrGNIfW8C9mULWz/eFj69bhjmpEU42wy34/MdWRY75u+ekoB5aRHwJ6qSBILbYalabKmmBaWaFux5ahpRY3YRHp+dgsdnp1icuHO6WIO4p9YAAG4Z3xdLF6aKbaL7Oedb9Awe+fUY/jtZ2un3U5JDwLAcFFIJli4Q/xfsqniJ9BIil9CYkRqKFy9Kg0JGt6stT1NU+9r0aHWmU1YvmLdKlnYnbUFoT3K4L3KXzwcAFFQ3YeIbWx0y7g/78vHDvs4lvlfcMAIzUknWQU+0zpvOwGLq/7ahqLa5hyPsx1yN5EJ+uHU0JiQFi26DK5EaqTbN0//Wn+3ydyck967s2ok/KzUMn98wQnQbXJXcSutrhQZ4EaWC3gDDclY55gFgYLQ/ccz3Esrru68v3xm+ChlxHgtMTVObchb53boe287zGQIku8v14MzkDkgGpOtxqrgeAJAS7utkSwi2kF7SvqTf+fJ6DIr2d44xhF7DFcNjsHxtRruyI47mrh/a3usPPjODlIsUiOgAL4vbtib5AcDvd43FiLhAscwiEAgOpFnPYPWJEquOGbd8i2n71zvHYlRfcj3o7chsUE4/lGdd1r2tuN0bn4HlsONcZaffXTI0Cm9dMZhIaFvAtJQwkyOpvkWPE4V1uHaFdfXjL2RWahg+WDwUCimJPu7tVDXqnG0CACBUTV46rKFRa3CIY74ngnyIk7I7zpfXO9sEkonVA3dOTjCVxbGEm8bFEfnZXoJKLsH3t47C9V8esPiYVy9OE9EigjVMSwnDvIHhXQbZXsiovoFICvPpuSHBKqobHVvWiiAs58r5ALMniMKRy2Hu/IkJtNxpQOgd5NfwAWYvLSLPFa6IeYLKL3eMIY55AgA+o/LMy3Mw/a3tyK9ucqotUf4qouYgIEv+PGnTcUfya4hznkBwE04W1WPl/s4TBi0h0JuoabgK7109BA/+fMzi9t/cPEo8Y8xwO+e8j0KKUy/OBgAkPv2f6QV38eg+uHx4NFiOAw3inLeGgS9ssOv4hYMj8cE1QwWyhuAIDAwr+hjbHpuCuGAiuS0krAOKix55biapZW4ndc3iOT3SotRYfX9bfRyiImI7P908BD8fLsGqE51L3f10+xiMiQ8kWaW9kPEJwVi6IBXbz1Vg+7mKDt8He8uw/Ylp8Fa43WOwW/DCRQPgp5LjpwOdvyQvv3QgrhoZQ849EWFIsXK3oKJe62wTCFbSrBf/HYwgHoW1vHM+v7qJZFG5IA1ag2m7Scd005LgabAc53DH/Nj4IPx0xxiHjulpnHtlLjaml3WrONgZ+7OrccekBJGsIhAIjqS2i/XZ7NfmkeReN2PRkCgsGhIFjuNQUN2MSW92rhh96dAozBoQjgAHlTFx61XJjJfn4I7vD2NLRjlW7s/Hyv35UEhpTEkOgVRCo6JeiwM51egT6AWW48CvQ/GLUU/N7Y+FgyOdan9vwdrIkgv593gx/j1ebNUxFIW2GvHGYArOrALmqL6B+Pz6EWRhXUA2nynDO5vOgaYocBzv5GNZ/kXEwDDgOICmaZTWtaDe7MXVUh6akYSEEB+wHIfoABVxzAtEmaYFT/x+AtWNOlBU27xx4KUxWY4DywG1TXpUNli/SPvYrH6ICfQCxwEpEb7EMW8jB3Or8cI/p0FTFFiOQ/8INViWnx/GeP/JsUFKXSWTYPllA8Fx/HVzSnKoCNZ7Dj/uz8Mzf53qsV2YWoEHfz5quiu1Pj+0+rNaz7/2dZvb5GqvHtUHT81JIQ/7AsKyHKa9tQ25Vd0vnIX6ysFxwNT/bfs/e2cd3rixtfFXkilxmJk2yWaZmZnKzHzLt72lW9r2lrfMDF8Ztrxtl5mZIdkshRkdxzFJ+v6QKYnjmB3b83t2H9vyaHSSiaTRnHPeYxgnwDj362n8LMeOpin8+K/xRC7azRwoa8YlH+7otV1ihBRvri3Gm2uLrY6fceyMGNsYt43NjsULi/p5rHxToFBgoUZAas77Hx9fNRh3/nQMG4rqcMWYdF+bQ3CACAsp+7o2NRLCZT60huAo710+ELd+fxT/HKnCZaPSfG0OwUHGZ0cjLkyKBqUGN3+116QkSQgeNHoWT/95HIfKW0BRAEMLJTYpAMPSIoVGFnMiy9mRcTPHskJpToaBnuNxtk7p1PrZzrONprq3gJCItvqBqUiNCnHiJyNYQyKisWhoMlKjJ+GiD7bbvd/tU3M8aBWBQPAWFS1qPPyHdcXM9zacNvimDOWYLcovG8sym8s0C+tENEVBZLhvGP+LaBo0Baw5UYtrx2VgSFokUZR2E/8cq8OSNWdMJbMB87240zbTdnMbCsLaUqNS261sze8HK/H7wUrT5ytHp+OVy4Z67OcIaM+miKHxfzeNQZtah5pWNf45Uo3d5xqx9VRDp0hYaxGQ//7xIBYNSSYL5xAiS1xxzjsDzwtZO8Iodc/e2X66EWVNKrI47kZeXF6Is044B3vjo2tHYlxOLHHqeog/DlZazQx1lS9vGoMRGVGIInW03cJba4txvErhtv5i5RL8ec8kpEaFkPuUm6hs6bDLMQ8AtQrXshE/3XIWp2rbIGJo8DyP6ydkYVp+vEt9Bjtvrz/Vq2MeAOraXC/bsuCdrZg3KBEsJ9QEFjK9iZyZK9jjmAdcP/fWFdaiuKYVufFy0IwIU/PjcP34TOJ8tgH53fgfCeHC3G33uUYfW0JwhvRoGcqb1ZA4URuR4FuGpAi15uWSgF5mC2iMwezD0qN8awjBJ5yqVWLpvnJfm2EVpUYP8tjvGT7dcsbutiFiBuNyYj1oDYFA8BZpUTK8fnGBVQf9W+uK3X68PywcvouGJuPdq0aAIRd2uylpaMcLy0+AMiTzrj5uXeXU3SzdV445AxMxe2CiR/oPiqeGcJkY4TIxHpgT3knq3ho/3TICYRIGGUkxxOFhoKOPSXo9d+EgXDM2AyKyYOFWlt83BafrlDha2Yq31hVDwtBgaMpp+a79i2cjNozUjPc0d0zNwayCBNQo1Hju7xNQaVkwNIUWlRYKteMR2oefnotIL0m3BBP/d9MYnK5T4ud95Vh7ohZihkZzu9bhKPr7Z+XhgTn5HrIyuEmJlOHR+QXYeLIOLMdDo9OD5XjwoFBU0+b24208aQ6qWVdYR7JzXOSmiVkorFagRaUFy/HQczz0LI8T1e4LirHE8kGgf1I47pxGpA1d4aNrR+LrnSXQs4ax4zjoWd4j515Zs9pUF3hdYS0WDklGHJmvdOJMvfuDNQne45LPBHnWZpXnyugQPEe54fokE5OsGn/j5u+OAAA2nqzzsSUEVxlBnPNByeDUSOx8fCZaO3RgOR4c17nUz9PLjuFIRavX7Fn1nykoSCIJSZ5mxdEau9otGJyED68d6WFrCASCN5k7IB4l4zqv5fAGdVPOoKZoVNu2vk1Qq+UMyrU7TjfiP0sP9Xrc5UeqsfxINQBhXf/xhQPc/8MFGM/+fbzTOqonSIyQIi5MalJAENE08hLDMCU/zmPHDHjnfIeWxe8HKxAqYaDSsjYd8wBw1f8dxJEnpiBCRpxTRlYdr3aofUZMKH69cwISIogMnz8RImEwJC0SD/x8yOUalRKGxi1f78OZOiXCZSJEhUpQWK3A8xcNxvXjM91kMQEQMtryEsOx9VQDTtUpXepLJqZx3Re7cbZeiahQCcKkIpysbcM7Vw3HhcNT3WRxcCITM8hLDMM3O0td6qewWoEBT60CQ1PolxCGw+UtAIDjz84jZT6cQK1jodFx4MFDx/K4eEQqzhuaDJbj0aJow76yVmw83Yy3rhwGmqJMTl/j68kaBb7bZb0udm+8fMkQRIVKQFPAcLIA6BQKtU5Q2uF46FkOz14wyODc5aBlOXy6+SxGZUZjbHaMaczaVSqwHA+xRIrXVp90KohpWHoU7pqWA4qiIBMzmJLruYl6oKJjOag0LHgI4zIyMxpD0iLBcsK5WN6swgcbTuP5CwchIkRsKLFjPvcalBq8ve6UU8f+z4wsZMaEQB4aipx4OXHMW4FE8Ps3aVEyVLSo8frlw3xtCsFBLMtyiMh56HdEGsoSEEl7/6SqVW16P70/UbQKVpIjQ5AcaV06/o+7J6HgqZXQsbbXld2F3kvHCXaMQfJHK1rx/sZTPWZjrjxWQxSlCIQAhOd5aPQc1DrBb8h1WfdjOc6U/GG5Jsia2nCm7RIRjXevHgGW46DVczhQ2oLNxfXITQjDttMNVo8/OY+sJ9nDh9eOwtZT9eB4QMtyeOy3I52U0e1lZkECZhQkgLEoQyBihLIEK49VIytWjotHpELE0BAZvmvt0EFMs6BpCmKGQqgbVbICeiV/26kGXPfFbof2eetSEqnSldkD7JdtIM5X/+f3uydi15lG4YZkiARTqVTgAIglMjz8y2Gr++XEy6HRcVBp9WhW6UxOQ6VGj2rDg+5Tfx7DtWMziCqFB7h5UhbyEsOgVOtNUXuWtXd7Kk2RHRsCjZ5Dh45Ds0qHo5VCJHi7tsPU5v6fDuGCYSnkQcRFpCIGmx+ZjsJqBVgO4CFEWPI8jwalFs//c6LbPlmxoaAoCiqtHnVtGqw5YX5QNJ5jAHDb1/vw4+3jvfFjBAwtKi2GP7fWrrbbT7tHGvjDa0di1oAEUmPKDXy/u9TuMgTf7nItKMbI3idnIz6cOHLdQd6TK+1qt6+02S3He2B2Pm6dko0wqQgKhaCmEBFBMpF64lxjR++NCH2WWkOQbWsHyZz3NyzPPZrMu/2OVkPAX06c3MeWEJzhy50VpvfHqxSY3j/Bh9YQ+iIMTWHfk3Ow4li1qYYtBaF4rVB3mIJa3QGKoiAPDTHVI65v02D50Wrsd2Be+9CcfGwsqsPBsmZcTZRDPcqZeiVmvbHZ12YQCAQf8PuhGjyzYqvHj1OjUFvd/si8/piSRwIC7SFEwmDuoCTT5+nZYeB4HhVK4Lz3ttndz4aiOmwosq1y9eEm2+VOfrtrIkZlRtt9TFsEtHO+qtX6wtKrlw3FgKQIyKUMUqJCOknGGRfsCGbCZWK8fMkQPPb7UZvtxmbFEMd8ABAhE0PH8nh7XTEYWogc4jgWPA/QDIMBycJittHpy/FCdNhZOyVQ/z5SRbKwPQBFUciMkeOu7/eD5fhuC3oDkyNgjLvmDXI7jozb5uJ6skDhBhIjZHhn/Skcr1SYMhON42J5bvG8IKHXoNSgxQ5Z2p1nSV1ZRwmXiXH9+Ez8ebDSIEFllqZieSECtts+UhEiQsSQimnwPHCuQTh/Prx2JGYWJIChKTAURQKQvMD0/gnIjpOjvk1jkhDjeIDjzO+7khAuhZihIBPRONMglGwJl4qw6oGpiAuTQETToClSY9sbPH/RYLy6qsgwXp3PPeP7riRHyiATMxAzFIprBaWYu6f3w32z8si552ZGpJHABX9mcHI4DlYocK7BNUUlgvfJiDFna5Jbkf8xIi0Cx6uVpCSBn3LZiCQsPSCoRr62+iTunNaPKMkQuhEZKsbVYzM6beM4Hm+sPYlVx2rAspzwfE9RwjMJJzzfszyP+HCp3SqVb6ztXO/4+glZ7vkBCJ04XdeG2W9usbv9lFc34K0rhmN0VowHrSIQCN7gRI0Sz6xwTI3vgdn5GJYeCRFNmzKuBflzsww6Q3feZvmZNr5SFMSGcsIE56EpCoNTI3osE8rzZrWD03VKkxM/IVyKcJkIGj0HjZ6zem8WfGLC+iBDmd8PT49CfmKY236GgHXO8zyPM/XWFyT+++sR0/thaZFYdu9kb5nlt1w1NgOfbzuH0zZks/eUNCHrseUAgLToEPzz78mICpV4y0SCG7nnhwMe6/v+nw7h/p8O4a0rh+HiEUTyz538sKcMx6s8E2B005d7AQCf3zAaswfar6ZB6ExRTRt+P1Dpkb6N199DT88h1147YGgKz180GM9fNLjT9qZ2LUY+bz2jvk2jR5umuwz63d8fQGpUCCpbugcFxoVJTLWpjFJYOpYD28UBmRUbil/vmkgktu0kNSoEGx+e3m37T3vKegwmrLMy4W7T6DHz9U3Q6Llu39EUECOXmpz/xrEzyphZcvf0fvjv/ALnfpgg5PrxmVYDOo3XMWtUt3aPNv9w0xlsO91gtf5nVKgYjGFh1PhAZix7YDl8IprCivunID8x3LkfJgCpU2p9bQLBBQ5WCHPB73aV4YWLhvjYGoIjqHVmacbypg5kxIb60BqCoxyvFtZKHvv9KK7q4rwj9H1OGwI3jVS1dCA9hpyDBNuotHpc9ekuj9Winz0ggVxPPIijQdnlTR247OOdPTqCCASC/5AW6fja21vrinHF6DS8ehkpH+Yt1DoWd323v1u9eWPwg4ShTbL0FEWhQdl93U8qojut+dW1aayuD1rCcjx+dmOGfE8ErHNeqdHjk81nO21LMtRAN957KQAPzMn3smX+S4zcfmdPRXMHGpQa4iDyU44/Ow8VzR1gDRmI7e1CduiV/3fQbccYnBLptr4IAo/O749LRqZCzwrjZuT897dZzUJ0FKmIJs4LFxmeHoWdj89Ei0rXybnniASPLabkxSFEQrJ1XCFMKsLsAQlYV2hb5qgr1hzzANBgp5OrpFGFM3VK4px3kdFZ0WBoyqryQU9Yc8wDAMfD6sTeGh9uOkOc827gvll5eHe9Y9HrPS2G2qM6AgB6jseus43k/mYBqXXt3wxODsOxaiXumJbja1MIDmKZcZ0SJfOhJQRnSImU4mAF8MRCMh/wRyzvfK9dNpQ45gkmFv95FN/tKvPqMW+amIVnLhjk1WMGOlo9hxeWn8Dh8haIGBpN7VqTEp69DEuPwotdgvsJBIJ/0tzRPfHGHpIiQ3pvRHAbig5dN8c8IKzj6Dm+x/U8S+xp05XsODmyvBAoHbDO+Z/3VXT6PCA5AiMyohAuE+HWydlICCcPu72h1rG4+/sDvdZh6Mrw9ChUtXTgrbWnECphhJrK4GH4B5YTJJ3mD0rC+cNSPGM8wW54nsfq4zUobxIcS2+tK4ZKy/ayl3P88+/JGJxKnPLuorSxHauP14AChT0lTVhrUY/cnWx4aBpy4t0n2RJsFNe2YdPJOlCg8OKKQrf3PzU/Ht/cMtbt/QYrEhGNz28cA4VCge/2VOLVdWd738kG/5mdh+RIGSJDxBiYHAmxSJCvEjO0KcJTRFNESt1N5CaE48xLCwHYzsK2h3CZCI8vGAARTaFfQhgSwqWQioSxEzHmcSRSZO7jwTn5eHBOPopr2zD3LfslJq1x5eh0jMyMgpihMSIj2jR2GpUSIoZGTFSkSVqO0BlLaW2C/1FUKyw0t9oZoELoOzAWlyNSX9j/aNMIz9AMTcbOH5mUY86MalYRBRmCsFb224FKrzvmAeCrHSXEOe9mimvb8M3OUof3e/+aEThvKFm7JhACjQhZz27RT68fheTIEIRIaMjEDGRiBlIRjXCZ2IsWEgAgIUKGkpcXdZKo17IcmlsU0LEcpCFylDS2o6qlA0oNi+f/OeHS8SbkxOLH28e7yfreCVjnfHsX2dnCagUKqwWJP8uM+kEpEfjj7kmQiMgDVFeqW9UOO+YB4FB5CwBg+dFqm+2WH6nGgOQISCwWHmLCJAiTBuyfZZ/kQFkL7vzOvTL2OfFy6FgOOr1wweR4HiMzopEdJ3frcYKdaa9tcmt/1sZtUm4cUqLIIr0ruOpgMpKbEGYYHw5algdrkGa+fQrJjPMUMrHrc4O315mzgL+8eQxm9E9wuU+Cd2hT6/HEH2aJfCJf6D3cESS4dF85lu4rBwA8PDcf987MAwAoeEENgcz9e+ZAmVmNoLSxHZmxZP7mT+gNyiE/7S3Hy5cO9bE1BEdoaDcHVCw/Uo1FQ5N9aA3BUbacbgIAPP/PCdw6OdvH1hAc5Zvd5tJjL60owm2Tc0gAX5Cz+ngNHv7lsE+O/daVRDLZ3QxOjcTmR6ajqkWNDp0eKi2L1g4dnvzjWI/7hIgZjMzwrKQxgUDwDdGhYhx5YgoiIiIw6eUNndQwb/92v0t9R4WKkZ8Qjgfn5mN8TqyrphIglCERMRREjEFtLFQIlFByFK7/Yo/bjpMY4V0104D1gt43Kw8XDU/FtV/sMmUEW+N4lcIh6dNg4PvdpTYnJ+5k9pubu207/eICkingReLC3Ft64IfbxmFibpxb+yR4nu9vG4dJZNz6LAOTI7Di/im+NiPouGxEMm6ako8XVxTii23nHNo3MUKKWLkUNA0wlJB5PT6bTMq9ScnLi6DRs+i/eJXD+w5IjgBNAYxB1eDmiVnuN5DQI8PTo3BuyUKsL6zDbd/sc2hfmgIKkiJM5164TIwrxqR7yNLAJCrUnBHw4M+H8dtdE31oDcFR7piUjk+2C4EpLMcTdQ8/QmqROn/PDwewaCgJCvMnXjg/H4v/LgYAKNQ6RJDsKr8iuUvt2XWFtZg7KMlH1hD6AnMHJuHJhQM8on7XG5Nz471+zECisqUDk17e0GmbiKZMAYz28NR5A0mgFYEQJEzJi8NPe8vd1l+LSoc9JU14YOkh7Hx8ltv6JXQnKUKG+2blYfPJOnA8wPE8tHoOp+qUDvUjYWgUPj/f68/OAeWc17McDle0oF3D4ky9Es/+bZYxuGpMOlKiQpAQLkVUqBj9kyJIFm8P7Ctp9ki/yZEyUIBV6V7jpv/MzicLSF6E53mkRYfiouEp+PNQlUt9DUiOgERE4531p/Duht7rxfKGMgcRMjFevWwoYuTuDRIIdDiOx9oHpmKOi1nZA5PCTOP23oZToCkKtMU5ysP88MLzxnHjERcmxUuXDCGLTjbgeUFu552rhuP+nw453c/w9CiIGQpXfrITDN15fADzGPE8TK8czyMvMQz3T02HlGSHugRNU7h3Rq7dzvnp/ePBUBR4CH8DgHCta1Rqccd3QvQtz/PQszyGZ0ThoTn5JCDNg0hFDD69fpRdkc/RoWJTZoRx/IxXwD8OVuL3g5XgeR6cQU7rgdn5GEeioD0GRVGYPTARBUnhKKpp67X9uOwYhElFpjEzjh/PAw//csR0Pmq0OsSHSfDKFSOJWlMP5Maba6v9d15/H1pCcIYLhyWZnPPkucq/iAgRI0zKQKlhMYSUAvM7xmdFmd6TZyT/Y25BHCrbWNOcf0oecY4GOxQFZHqh3ixFAVePzRBKnRm2fbDxtOl7jucxOTeOBIs4wHe7usvXGx3zkSFiRISIEC4VQ6Nncaa+Ha9eNhQqjR4sD1AAzh+Wgvhw72ZPEggE33CgrNmmY/7FiwdDJmKE9ViaAkNRYGiY1s8Z2pDRTdOgKOGazfPCcxgp7eteeJ7H0r3lWHaoCjzHgqYAkVgMCkBUqAQUBZPvMSMmFBQFrCu0TxX8r39P8smzc0CsSGn0LFYdq8Gba4tR2qiy2ub+2XlIjiTSzPbw1pXDselkHZrdXKewulXda5uHfzlsVTbqt7smYFRmjFvtCUZO1ymtqhW4A2PZCGf4eV857pzWz43WBB4fbDyN11afdHu/J2ociySzZHJuHK4am+FGawKDsS+uQ12bxm39GUuFOMruc02Ymh2B8dlEhs1VouUSFL+wAPmLV/badtPJerv73Xm2ERcNT0X/pHBXzCP0wtxBSfjixtG49WvbGdjNKh3WO1DO554fDmDf4jmumkfohVX/mYrpr21ESQ9zfCO7zzU51O/sEzW4eESaK6YFLEerzMEQg8iCgt/x1gbHlF4IfQelRg+loW75/bPyfGwNwVG+3FUBAMiI8bwzj+B+1hc3dgrGdUd5K4L/oNLqMe/tLTaVVz0FzwM/7LZd1/6bnaW4aHgKZGIG0XIJ7p+VJ8j6Eqzy8Nz+mD0gAWtO1HYqbQsArR06tHboAJjHeunecqIURSAEKWuO11rdHiET4d6ZuVg4OBnRJKGwT8DxwGO/H+29oYNsfHi6z5K4A8I5//2uMjz3zwmr3/1972SkRMkQG0Yi3hzhlUuH4vnlJ8DzQhSnLyaolpQ1qYhz3g20qLS+NsEqL68swssriwAAt07OxlPnDfSxRX0Pe7IGvc1jvx813RQfW1BAAiwMuNMx7yq3/2guUXLR8BS8fdUIH1rj30hENI48MxdNSi1YnsesN9wT6DTvbcfVL/Y8OQsJ4TK3HD9YmDUgEdsenQFFmxJf7izHLwdrXO6zQalF1mPLHdrnslFpeP1yUkPSUdY8MA3lzSpIGBpTXt3olj4fWHoYDyx1rI7on/dMwvD0KLccvy+TaJEpFEIWfv0OlVZw7s4blOhjSwiOIrZQ0hmaRgJj/A1jYAUpm+ifTO7Xeb3JuBZGCA6Uar3P1z17w1LtMi06BNeOy/ShNX0bhqYwKjMGozJj8PiCAabt/1t2DF/v7J5Vv7/UMwqyBAKh78LzPFYcr8eGIuvOeYVaj5dWFGFzcT2+v228l60LfHiex7Bn10Ch1vvk+O9ePQLD06IQImF8qpQSEM55y5vozZOy8NDc/pBLGKvy6QT7mDsoqZNk0vP/nHC43q4tVtw3BQNTItzWH8E+RmfFoOTlnmsXrj1Ri482nQZNUdjno8mpiMhvWuW9q0fgvautO1brFGo8+PNhdOhYnz1UkHEz09M59uv+CvywuxQljSo0tXs/UIahSfaHK/y6v8KqsosvYMj8xiF0LIe8J3tXPfAG4bKAmHp7laMVrTj//W2+NgOAUIcsGGi0uEeRmuX+x/azwlywIIk8a/kblmdaRAiRRfc3DlUISnLXTyAOM39Eo2M7fabJvS+oSIiQ2Vwr64pWz+HVVUU4UtkKGMrKVbeqUdniuoN/9oBEAHynAJH6Ng2OVLYiTCrCU4sG4rJRRP3JGe6fnY81J2qtKrtaBl2feG4eQiXkuY1ACGQKa5R4/K/eFWrfvGK4540JUuLCpD5zzt/340HT+7kDE/HJ9aN84ksOiDvNVWPTsfxoNQDgy+0l+HJ7CQDgnhn9DLV3hYmSnjXXCWV5HiwrvALAo/MLSD0ZG1Q2OzbBnD0gAcPSoky1Pi3hwWPNiRrsONOAGyZkQULqIfuMcw3tWHaoEsbKVm+tK/bIcSJkIux4fBap7eomOI7HD3vK0KDUgAKF9zacMtXPcicpkTJseHg6kUtzgVXHqlFcqwRDUx4pS/DFjaMxa0DPmXEKhbBIGBFBFuhdobxJZZdjPkImAkVRSIqQYUK/WEMNKmFRZc7AJIzNJgowvsAedYJwmQgUhIXYMVkxSIsOMY2fRETjrum55B7mI+xxzBvHTy4VYc7ARIho2nTuDU6NxIXDU01tyXWxdyqazQuWHVqWzNX9lHfWn8IDc/J9bQbBAdQWzsET1QqMzCClifwJo3rWx5vPEEUxPyQ6tHNATIeWRYiEPAcHMzzP4+8j1ahoVkFEC7WFKcPzwdGKVvx+sNIjx11XaD2LEwDa1Hp8tPkMrhiT7pFjBzoxcgm2PToTT/x+FEv39VxjeuDTqzt9fnR+ARYNSUZGLClbQiAECgOTw/H43H5YsuaMzXZ3f39AqCtPC/XleR7YdrqhW7uMmFDcPjVHqE1PwXTPYDkOOpaHnuWg5wS/pJ7jodFzGJERhRn9Ezz1I/ZpKIrChoenO72/5bpOWaMK3+4qAc8DPAQ/8PFKBU7WtoHnhWC3Nk3PQQBrTtTi481ncdd078/fA2KVcUpePH69cwL+b7uQ2b3iqCBV+sFG2yeXJWKGwpJLhnrEvkBg+5nuFx1brCusw7rC3uu2cjyP26eSB1dfMefNzR5x6nZFodbjkV8OQy4VYeGQJMzon0CULVzgr8NVWPznsd4bukhVqxqP/nYEYobGJSNTMbFfnMePGUicrGnDnd8d8Ogx7vnhAC4YloK4MCmun5CJ5MgQjx4vWCisVqC8rhkN7To88ddWu/czRny2duhwsrZzKYrPtp5zKBuD4BxaPYe9JULt8X+OVOHHPT0vuljSZhGtu/ZE9wUxjY7DYlJyxeOUN6lQ1qRCh5bFbd/ss3s/4/gp1Hp8Y0WqcnBqJPrFh7nNzkAnK9Z8LzlW1YpJueT+709kxoSgtI9L8xKsI7UIiF1fWEuc837GdWNS8dmOcrSodL42heAEHTqu02cxQ9Yrgp0DZc2dMuu8zbC0SESGSkAB2Fxcb9r+/W3jfGZTIMDQFF65bCheuUzwAeQ+saLXddFXVhXh9TUncealhd4wkUAgeImrR6fgjpkFeO7vEya/oiX9E8MhE9PQ6jkoNSw0Og5VPSiklDWpnFqrP/y/uYgkilkuccP/7UZJo8qlPl5ZVYRXVhXh6fMGon9SOKQiGqMyoz3uvwoI5zwgyHWPzjJnpNmqATo5Nw7zByeBoSkwlBD1smhosjfM9Fv2PjkbfxysxOOG+tL2ctf0fhDRFKz9GculItw0Mds9BhKcYs0DU/HnwUqTwoHxesPzAMvz0Oo5aPQslCoN/jzSc/SuPaw8JgTN/Lq/AvsXz0ZsGFGqcJbzh6VAodahwZCdYalQwfE8dCwHjZ6DRsfZjAa2h2WGuma/7q9A0fPzSRa9A/RPCsf714xAUXUbWF5QbjFK3nG8IBWsYzl8v7vM6WOodRx+3lcBQJC6e43UsnaZnurQ9cQj8/ojRMyYFvA4izHmjeMOkOAWL6DWsSh4apXd7SkKeHLhAIgZIcuah6BMwvHG66owfiKaxjXjMjxmN0Fg19lGXPXpLrvb3zIpG6nRIRAzwjzTfM4J56BwyeWRnxhOHPMOkhxhnqNN7BfrQ0sIztAvLhSlTR24dTJ5zvI3LJ2B983K86ElBGeIMmRe94uX+9gSgjN0dc6JgqSUDaFnRmZE443Lh6G4tg0sx5uy8Xi+86vlc1+HRguO40ExItS0ql0qF3nzpGxcNCK194YEl5jeP8GmWoGRwSkR+N+yY7hpUjay48h1nkAIFMqbVFYd8wBwsrYNJ11zhwAQSsFeOy4DDE1DxAhZ+GKGxoR+scQx7waW3jEByw4JajaWKjdGNUxAmOfpWR4vrii02ddz/5wwvY+VS7D3ydkeLXUUMM75rlw6Mg2/Hajotn39Q9PIAp2DFFYrsOAd+zMHAeCtK4dhaFoU+V33cXLiw/Dg3P7dtl/y4XYcKGvx2HFbOnTEOe8CDE3hhglZ3bZ/u6sUT3kwo75BqUFaNJHxcoTzhqbgPAtRlpKGdkx/fZNHjtWu1UPHchCThSSXcMQxDwD3zMj1kCUER9l5ttGh9k8uHIDbpuR4yBqCo7yxxrHSH08sLCAL5x5ixQlzdhZROvI/NhQL10JSjsD/qGwxl5RQazlIRSQo1p94bd1ZAMCw9CjfGkJwin+OdVZ+1OhZcg4GORRF4VKL2u6fbD6DJSuLPHa8p84biKgQMZIiZYgNk6AgiZRg8gbvXzMCV36yE4crWm22O1zRisMVrVhXWIftj830knUEAsHTuENR+MLhKZhZkGCSv2c5oLSpHSKaQk5cGGYP7LkcKcF1EiNkditzry+qxa6zTXa1bWzXorZN7VGV2oBzzrMcj4s+2I6jldZvqp9vPYtnLhhEJtk9oNLqsftcE8S0sJjDg0dTu9bhfh5Y2nttXiOTcmPx6fWjISe1XL2KnuVwuKIFETIhQsuc7cljREa0R53zs97YjHCZyFCHhTKpWFCU8ECycAhRsrBFaWM7lBo9pCLaPG6cUO/ak0x+ZaNp3BhDJBpDC5For1w6FFPz4z16fH9DqdHjbL0SoRLGNE7tGhbhUpHNWjfOsuJoDVYcXYkI4xjRFMDzoGkKDE3jgdn5pDadHbx95XD8Z+khu9tf9MF2MDRlypowyVhAUI+ZP5hcz7zFjP4JiAuToEFp37zlzbXFWHmsRqhBBXQav6hQCd68YhgJJPMir142DDMcCF66+MMdkIhoiyx5IWuJAjB3UBLumtbPoxHOgUxiOPm7DwTSokmpG38jxEKhSiYhwRX+hoimoOd4RIdKfG0KwQmYLnMGhgSnBRVKjR41rR0Q0bSgesfxYHmhNjDHCcqSnv6TeN4iW88Wlutnlu9pw3vaUO/YvGYj/Kco89/1k4sGYHqQ1jnuikzM4I+7JyHniRU9tpnYLxbjsmMRESIivzcCIYAoa+rAeR/bX07PGkPTInHlmHQwFAURY/ZzZMaGQsQI1+Uz9UqTejdtUJiODpUgREL8k+7mVG0bHv7Fwi9pyJ6nIKwZHXTA33XtuAyPl48NOG/o0r3lPTrmAeDHPeXYeqoB2x4lUW5dYTkeA59e7fXjbj/diIrmDvRPCvf6sYOVKa9uQLmPa1Fa1ve15Ik/jhLnfA8cKGvGJR/u8KkNPY3bq6uLiHPegss/3oG9Jc5L2LmCoocx+u9vR4hz3g4uGpGKGQUJqGtqgVrH4fxeJuqHylt6/O7O7w50+rz8vsmIkUsM0kqGibnlQgpFgaZhmrSTjFXH2f3EbDS1a6FlOaw+VtNJkqorKi2L/TakJke9sM70/orRabh/dr5hnKyMmSHYzHJcyfg5RnacHCeemwelWg+1jsPstzZDq+d6bG9rvn+4ohWvrTZn4n918xjkJ4aDoSm0K7WgKYATaQ2Ll8aFTFi8D+6xC5eSRYJAoEPL+toEgoNYXnqIY9D/EDOCc15OFlr9kjh5Z1lZos4TeJQ3qTDl1Y2+NsNlWI4HC9cyPZ/4/Sh2PD7LTRb5PzRNYf1D0zDrjc1Wv99xphE7zjSi5OVFXraMQCB4EsuSUs5ypKIV13y22+njL71jAkZmRLtsRyDBG4PjDIluwntzsBzH82hVasFyPBSsCld+sguVLe7xc31/2zjkxMshYWivJOsEnHP+iT9s10RPjwnBsxcM8pI1/oVG79kFnKvGpOORef0homnQNCCiaVMEZ9coZYJn8bVj3pKdj88ETVGmC208ydbqkdN1Sl+bYGLPE8KDHGvIFk4g49YJXznmjYzJisb714xEW1sbOB6Qh4UhVk6yeOwlMkQMKlxqqhfvLha9u82h9t/dOg6T80itekdgaMp0HylwY9Dfz/sq8PO+7uWSbEEWbxwnVCJCqER4PEmLDsHZ+na39HvTl3sdar94UXCXPChtVvfeiNDnoYlz1++wDLAk4+d/dOiEgLIIUjvUL7EsKzE0LdKHlhA8RaCWf6MoYMND001BXV1vHyanBs+DNcS9ZsaScoVdefx32/6E+YOSvGQJgUDwFsmRMpxbshA6loee46DT89BxHDiOh54zO4VZw/uuiiosx4HlgFXHanqsW28LHctj55lG4py3oLq1AxOWbPDZ8XPi5R7Plrck4Jzzj84vwCureq4BNHdgEradasSW4gZwvHCijcyIxqUjU4M+wylUIkLJy4vAcUZ5V+EC1H/xKqf6E9EUQsQMZBIGUSFi3D09l8jD9hFOvbgA9W0a6FkeWpaDjuVMsrDGm80nm89g9fFaj9kgYWjcMjkbSRGyoD/37OWK0emYOzARSo0eOpaHVs91edDisbekCS+t8FwdNImIxoNz8pEQIfPYMQKB0y8uQF2bBlo9B42eM40RzwMNSo3DjiJHCBEzeHhufyRGyBACQd47IoJI29rL2hO1eOrPY1Dr9GjpcE/5AZoySm7bv09+YhgKkomijCNo9Cwe//0otp5qQIeWhdJN5SOcGb97Z+S65djBxOk6JW75ai/aNXooNXpobGTNO4Kj4yeXMJgW5Eow/RPkvjaB4AZI7LP/kRRhflYOdgUPf2RwSjiOVbVhy6mGoA7w8ldGZZgd8kcqWtGhZYncbICRFCnrMXiW5XjUtamh0/NQ61lodBbP8BCy+DhemE+aSirx5rXT67/Y49WfxRKGopARE0qSnlzkp3+Nxzc7S1DZ0oHPtnZ3sq06XoNlhypx4fBUH1hHIBA8BUVRkIgoSEADTuY0jc2OwdPnDzR9XnO8Brd/u9/mPjsfn4noUAlkYjLXsCQ6VII5AxOx9oR9PimjS4mCoVSli0xYsgERMhFCJAyuH5+Je2bketRvFXDO+WHpkQiXipAYKbOaZfrFtu432B92l2Fiv1ikRBHnBWBeCGAgvH5y/Si8ve4UztYrHVoo/f3uiRiaFuUJEwkuImboXv/eX7x4CNrUejQoNdDoWJS6Odtey3L4ePMZPDQ33y0yMsFCVKgEUTbqGA5MicCZunYcrmiBVs/hbIN7sg6NaPUcXl5ZhDun9XNrv4GGyMY5xvM8HpyTj78PV4HjeZxxU2aokQ4di2WHqzAuJ9at/QYLTy87hhqFe7NGkyNDsPmR6USq3sOUNKjw+4FKt/f71pXDcd7QFCJV72F+2lOGsiaV2/s9/L+5kEtEpvmtQqEAAERERLj9WIFCVatwDSRrvP5NBsmK8zuqFRpfm0BwgTCDI3doKsm69kc+2lrW6TOZ8gUXDE25lCn36mVD8d9fj7jFliWXDDEHAQAAz0MmZnDRiNSAzf7vC9A0hZsmZQMArh6bgZlWJO7v/+kQBqdGol98mLfNIxAIHqJOoca20w2gKJgy4nljEJZFuxaVzmZCMACkRMoQLhOjrq33NcUDpS1YNJSU9e2KTMzgsxtG99rOuK4THh4OluPx+ppifLz5jFtsUKj1UKj1eH1NMe6Y1s+jfquAcs7zPG+q8dBmxTF/2ag0k8QpbagZyjA0BiZHEMe8DeYNSsK8QUlQqHUY+swau/e74P3tAIBwqQhHn53nKfMIHiIuTIof/jUegO2F7K+2n8Mzf/dc07c38p5caXr/+uXDcNmoNKf7IgBSEYNXLhvaa7ule8vw6G+2ZbtskfXYctP7j68bhfmDicSXvVAUhftm5eG+WXk221n+jh3lh91l+GG3eYHpw2tHYuEQMumzh02PTEeDUiuUBOB4PPxnMU5UK1zqs7KlA7kW1zpr7Fs8G3FEXcYl+ieF48BTc9ChY00yZDNe3+Ryv/f/dAj3/3Sox+8vHJ6Cd64a4fJxgp0nFw3ATZOyQFEUOI7HqmM1eHFFocv9Dull7vrbXRMxKpPIyFlyokZ4jnJH5DnBd6RGEee8v6HWmQPheZ4nAWF+xq6SFgDABcNTfGsIwSn2lbWa3t84IZNkshEc4orR6bhidDoUCgXWFTXgwd+dn8M+/vtRZMfJsfL+KeTv0IscKGvGJR/usNnmouEpyIkjClMEQqCgYzmMfWW92/qralUDrWbHfGZsKCJDxJB0CazKiZdjZkGC244bDLiyRu4IWx6ZAZoW1u4jQ8QeD4oLKOe8rYfXS0amYtupBuhYDiFiBukxobhjag5EJOrQKidr2tDUrgXP86ho6cDOM43446Bz2WiXEmer38Hz5loqPA+otCxYjgcv0pnqq/A8D42ew9hs92XnurM+cDBilFrrKnVvjPzjeB4cJ5QyGJYe5bbj5hL5W4ewPL84DtBznEW9ImGcOrQsbpiQiW92lrrlmLkJJLLbXqQiBqlRIVhfXo9bv3c+gMURhqZFQi4JqCmZz4iRC8oi9/5wAP8cqfbKMafmBbcEurugKApp0aGoaunAlFc3euWYoRLhfCd0JincHCj0+O9HseSSIT60huAs897egrMvLSTy6H5Eu0U5lg83ncE9pESKX3LVp7tw4Kk5vjaD4AJf7yzF1ztLsfy+yRiUQpQQCALGTErOsO7CdfosbFN06DAqIxL7Fs8Gxwnb9JxQjvBAWTMeWHrYrmOda2hHwVNCidHZAxLw+Y1jPPmjBSU8z0Op0aOiuQM3f7m3V/W8f/49GYOJMgqBEDDsK23BLR5c85tZkICXLh6CaLkYUhEJtHKVq8dm4Mc9Zb03dJGpr23ESxcPwTXjMjx+LCDAnPO2MMqcLjtUZdqWnxiOOQMTfWVSn2V/aTMu/ch2tKAjfLWjBFeNTUdBEpEP9QW1CjXGveS+KDB3cPjpuYgMFfvajD7P2hO1+Nc3+3xtBgBAwtA4+PQcyKVBc9twCLWONT08+4pnzh9okmEzYla9IIEv9rJkRSE+2XLWLX29feVwXDSC1KTzFu0aPQb9b7Xb+jv14gIiHelF/jpchft+POiWvm6elIX/nT/I6ndE1r53RlrU3f1xTxlxzvsZmTEhpnJU+0qbMTY7xscWEewl26IUwWurT2LuwETkJZI5nL/QLy4UZxpUaGrXYu2JWrLW5GdcOjwJvx2q6bRt0bvbcNHwFLxNFJICkhv/bw82F9f72oxeWVdYh/fWnzIkXMDg9Bfe8xaBARzP4/5ZeTbLIBLMvLC80Grp254gKgYEQmCR7eESYBuK6jB+yXqIGQqnXlzo0WMFA0suGdJpXaKndZ2iGgXmv73VpWM98cdRPPHHUcTKJdjv4YDbgPeyPLlwANQ6Fuca2vH7wUrcOCETBckRiAuTYvYAIh9hjaFpkbh5UhaOVymw51yTy/0lR8qQEC5zg2UEZwiVMEiJlJnqh/YFGts1xDlvB30pm0/LclBq9MQ53wMMTWFERhQOlrX4zIZ1hXXdnPMEx5maH++ycz47To6UKBmm5ZOMam8iFdGYOzARa07UutRPTpwcl41Og4hkm3qVwSkRoCnXpNSjQsWID5PihglZbrMrGNl0qtH0/qE5+T60hOAMRsc8AMSHk3Ip/oRCre/0OZTMu/2KMw0q0/t+8URZzN/Ii7e+SD+VzOcDlil5cX7hnAeAN9YW29VO0aHHG1cM87A1gcHFI1Lx7c5SaFmu98YAaEpIfgqVMAiViMCQZ0UCwa8prO1eEtvdJIRL8fjCAo8fh2AmO06OK0anYW9JM841tLvU1y2TPb/GHnBPe0suGYLHfzdLUry2+iS2PzYT8eFSvHnlcN8Z5keIGdqUbXTrV3uxvqjO4T7+uncShqZFudkygjOEy8TY8fgsh/fbcboB13y+2622XDUmHffPzkNyZN9xOvdlBqZEoOTlRQ7t4+7MUQC4aWIW7p2ZS+ph20DM0Pjj7kl2t3d3rZwvbhxNHMFuori2zeb3Fw5PMckXSkQ0JvaLg4imQFEATVEYkxWDpEgSkOYLOnQsTtX1/IA1OTcO4RIKPACRSISsWDly4uWgKQo0TSFEzGBWQQKRgPYRDUqtTcf8RcNThNItvNBoUr84hEho0BQFiqLQPzEc/Ul5HLewYGA83t8slFX596w8H1tDcJa3rhyGbFIX1a9IjTLPHxx9BiD4niEp4Tha1YaFQ5KQE09KSvkbU3Jj8PJac4DukWfmIkJGEgoCmdum5OC2KTlO7++t+rc3T8qCXCICTQE0TQlzXwjvGZoSthvKvF491jsyvIHA4NRIFL+4oNO2RqUGo15YZ7X9zDc299jXN7eMJYE8BIKfYSyJaISmgLyEcEhENCQiGmKGgpihIRXRENE0RAwFEU1BxNBgKAqM8TNNw1hpW8RQaFJq8a+pOcgn6lc+QSpi8OplQpBah5bF+qJak+oMy/E4UtGCxnYtKMO9dMuperSodFb7OlGlAM/zNkupu0rAOeevGpPeyTmvZTmMeXEdebh1kk9vGI33NpxCUXUb2rV6aHQctCyHQ+UtNve74P3tmD0gATQlLII/Or8/chPIRcmfGJcTi4fm5KOopg0arRY8D1CMCBo9C42Og0bPokPHQsfy0Oo5VLZ09NrnT3vL8dPecuxfPBuxxNHrEeRSEd69egTWHK8x1ZxnOeFaqNax0OgcH7evdpTgqx0lOPy/uYgMIQsU7uCn28fju12lhvERpOg0eg4dWmF81DoWWpZDo1ILlZbttb9bv96HGLkE+xfP9uikIRjY0kv2hGV5HADonxiOO6b186RJBDtRqPU2I2O3nW7oto3cj/oOJ6pabX7/Z5dzT6vn8NkNoz1pUtDyx2FBfeL2qc4vWBN8z4LByb42geAgp+uFe9jQNFLT1h+JkQvPSc9dONjHlhCc4ds9lab3V4/NII55Qq98d+s4fLurBADAcjza1HqwLIvSpg6wPNDUrnWqX5Ls5Dtiw6QoeXkRtHoO+0qaIBbR0Ok5tGtZ7Drb2KMM/g3/t8f0/tyShWRNhkDwA6JDRKAAGPMDOB442Uuyjr38sr+C+CL7ACESBucNTTF93n66AQ/9Umr3/suPVuMDaqQnTDMRcM750VYi3HY8NtMHlgQGDE3hP7M7y1nuONOAaz7rPaN6XaE54765XYtf75rodvsInoOhKVO2VG/1WQ+Xt+DCD7bb3fePe8pw70ySieUpLhiWgguGpfTa7nhVKxa9u83ufv86VInriVSwWxifE4vxObG9thv6jP0qCE3tWjS1a4mj0UW+vHksnvzjKL7fXWZX+0tHpXnYIoK9pEaFYM8TszD2pfV2t+8aLU3wHTdNykZcuBT3/mBf3flrx5HMIE/RZpDW/r9t5/DEwgE+tobgLBzvQo0Igk8IlwnLM0cqbAcrEfomm08JJQGrWjqI4pgfEmJRT3pdYS2WYIiN1gQCMDkvDpPz4jpte3X5Uewrc+0aftEH20FTFPRO1HpKipB1KmnDo3MfQp5gZ2iaQqSUxrML89DDkl/QIRHRmJjbeWznDExEdpwci/881uN+5NmSQPAfkiKkmJIbgy2nXS/p3JVryFpFn2RMVozdbbNiQ7HuwWketEYgoJzzPM+j0RCZmBETipkFCZjWPx4pfahus7/z5tpivLv+lN3tn71gEBIjZN0mrAT/pqJZhSmvboQza35Lbx/v0MWQ4D4alBrMfnNzj3IttvjtrgkYmRHtAasIlmwpru8UdW0vd07rh2vGZhDHvIvwPA89x+Op8wbi4iFxuOzzAzbbZ8SEIjqUPID3BXieB8cDUaESFD0/HxNf3tBrtsrzFw0iWQ19BN6g9DJnYCL2L57do5ykJSSjyHPcPCENSw9UY0RGlK9NITjB8LQIHKpQoKxJhYIkssruTyRFkHmcP3P5iCT8crAGtQqNr00hOMG90zLx5a4KAEB9GxlDgnOcPyQR6082QscBGjuVCrvC8c4H2NUo1KhRqJ3a9+eD1Xg0hazd2uK68ZmYlh+PKa9utPp9U7sWs97cjA0PTfeuYQQCwWE2FDf26pi/YFgKjlW1oqqlA/+emQeRsbQIBZMsuvFqzfM8GEO5xAuHp3rcfoLjSEQ0bp6UhS+3l9hs9/iCAtw4MQs8BDl8T5a+DCjnvOUCa1mTyiTF/PF1IzGfyPq5hVXHqrttm5wbh+9uG+cDawi+gOd5VDZ3OOyYD5UwOPHcfM8YRegVnudRp9A47JjvFy/HevJg4RV4nsfhXkqGWOO7W8eRACgX+XlvOf772xGH9ytrUoEh9cl9jrP1Hg+VtWBmQaKbrSE4wqHyFlzkgPKOJSqtnmSneIgag2NJreN8bAnBGZIjpDjkayMITtGhZSGincuWJPieRENwBZka+icljY47UQmErqRGyfDLbSMRERGBimYVtp5qAM8DLM8jJlQCEUPhjm/3O9zv65cPA00JCpcURYGhqE416C3fd/2OoWHax1pcMsvxaFO2Y2gqKUVqDz055o3kxod5yRICgeAK/RPkvbb567C5tN5rq0/a3fdjvx8lsvZ9lANlLb22WbKyCEtWFnXaduXodLxy2VC32xNQznk9a15AGpQSgRi5BGnRoZiWn+BDqwIDpUaPwf/rLq+clxCG68Zn4FB5C2hKkEiiKJiiiEzRREC3SaAxGpQ3vMrEDPqRSUyfRM/xuGfpMew81+J0H/fNIjL23obnebyy6iQ+3nzG6T5unUzqzXoSluNxzWe7sPucczJKadEh6J9EHqJdZUx2DMKkIig1ervazyxIQIiYwSUjSTRsX+CRef0delCaPyAOoSFS3DI524NWEewhKzYUA5IjUFitsKt9ekwIhqZGYXRWNFKJMpbHyI0LBQByf/FTUqNkAEhwhT8SLhMhQiaCXBZQyzRBw7BUQamCZM77JxkxIVg0NBnLj1RDLmF634FAsMLx6jZc/eUht/b5n9l5uMzDpdQUCvI33xscx0PL9j63WnOiFjzPE4U2AqGP88aGc722kUsYyMSMwaclnNNd/VxGX5i5BXD3jFx3m0twE29cPhRvri2GiKY7BV/0xgXDey8f7AwB9dRX3WqW7pk1IBEPzsm30ZrgCCdr2qxuP1WnxJ3f2Zb9dYR3rhpOpD98SHVrByYs2eCRvl9eWYSXu0Qd2eLPeyZheHqUR2wJRG76cg82nax3e79P/HEUT/xx1O72q/4zhUio9sDRilac//42t/ZZ0dyBMS/2Lv9syRuXDyN10ruQHSfHsWfnddqmUCjA8zyGLek+ZhuK6gAAy492V5PxBsvvm4xBKZE+OXZf5J4ZubjHysPPiSoFFr67tdv2VYUNAIDfD1R63LaupETKsOPxWV4/bl8lKlSClfdP6bad53lc8tEOHOwS1Vze1IHypg4sP1qNZ/8+4SUrzXx47UgsHBL4alxnDdmDB8qafWwJwRk2FjcCANrUjpcxIviWlg49mlQ6NDlRgorge45WCWsmeo4ExvgjZxtUWH5EmNu3a1kfW0Po6xyrbMV577n32d4ab105DBePIM/u3qS0sR3TXtvk1L5RoWI8MDufOOYJBD9AJqJ7bfPUeQNx1VhSP94TtKi0GP7cWl+b0Y2zLy30qIx9VwLKOW8ps/3u+lO4c1oOQiUB9SP6jGWHPLuAXZAUjtSoEEzvT1QOfImiw76sUW8QS6RqHcITjnlniAoh49YTdW3O1X5zN5mxob42wS/geR5z3t/jazOsIidzm15pVGqsOuZ9TT7JRLaLl1cWdXPM9wWiQ4PjHhcmFbKnsmN7l/oj9D0GJIXhTIMK8eGkfrm/ITUsEkrtWCwk9D2MpY7So8lc2x8JJ4oVBAdwtFygs/RPJIkP3kYuFYGhKbAOlpgpen4+ZGKiQEAg+Avjs6Ox/HjntfQImQiZsXLcODELkSFizB5A/FSeQsTQiJCJoFD3HV8UAOQ8sQInX5gPqcg71/OAmn1mdHE4DHx6NT6+bhTmD07ykUWBw5Vj0vHNzlKP9V9U04aimjYMe3YNJAyNvU/ORmSo2GPHI1inf1K41ZooLa2t0LM8QuRh+GzrWby97pTHbYmQkfF3BGvjxnE89BwPPcfhnyPV+O+vjtfUdpTIEDJuPTFrQGK3ceI4HjqOg57lseCdrShrUnncjggyRnZT16b1tQlWmf76Jqf2u2h4Ct66cnhQRPLvLXGuVISn2XSyHlmPLXdq39/umohRmdFutqhv8smWs742wSpXf7bLqf0KksLxy50TEO4nc5vj1UoAwKHyFt8aQnCKf44J6i4hZIHY7zBm62r0JPPaH9lkUK3Q6EnWtT9ytsHzz2GEwGFyXpzVNZjG5hZc/Ol+lDW7JzDfMth4dGY0fr1rolv6JVjn481nHFL8tKS1Q0ec8wSCHzE6o7sapUKtx9HKVjz8y+Ee9yNKv535ZmcJnl523NdmuJXK5g7keKn0dkA55wGh3oNlBn1jO6n35Q4GpURiw0PTMPONzR4/lpbl7KrjQ/AsPM+D5XiwPA+NngPL8VAptV5xzIdJRWCYwHceeQKe58HxQi1z4/ixLO8Vx3xihBRB4PNzCyzHQ8dy4Azn2cGyFq845gFA5qXoP3/lz4OV+M/SQ742wyP8eagKb14xPGDPU7WOxfy3t6CkMTAXV/eXNgW0c/5gWTMu/nCHr83wCEU1bWhu1/mNcz7ckDkfGxYcSgGBirei/Qnuo13TtzJHCI5R2iSUBPGXaz2hMzUKsnZIcB0xQ+Ofu8YgIqJ7xruzAbpGwoi6g8f5ZV+50/uKvCiDTCAQXKNOocaSNWdAU4CDIhnYX9pMnPMW/Lq/wtcmuB2j//PyUWl47fJhHj1WwN3ZKQA8gFAJgxPPzfe1OQHBmXolZnnAKb/p4enIiiNymX2BvlDnY/Mj05FJ5FMd5sXlJ/DZ1nM+O/6Bp+YghpQgsIme5TDzjc1ec7535dDjkxEVSeqT24s3xmnp7eOREhUCigJoijK/AqAoCjRl8QoKFC3Mbzq1NXzXqS1FQaFQAIDVBaFAh+V4jzvm48Ik+OPuSQAAmqY6jYvlOJq3UT1st962K8E0no1KzytVPH3eQIzPkIOmgPDwcNBdzr2u4wIK5jaGV8DaeWt9/PyVylbBQVFcq/SxJQRXWHG0GrdMzva1GQQHsKxzrdToESYNuOWagEZvWN3dUFSHSblxPraG4CrN7VpEk+dcgg3+++th/LzPPqeEhHG9XMmmk/VYX1iLWQMSXe6LYJ1YuRRn6tud2nfUC+sAACmRMiy7dzIpL0Qg9GG+3FGCLaftV1vMig3FpkdmeNAi/+Wveyf32saYSGh6BQ+eFxKsOZ4HD8Mrb2dbjkdbWxsWfrTPoz/b0cpWj/YPBKBz3hjtotKyWHaoEhcOT/WtQQHAyqPVLu0/LC0ScWHmSQkPYGK/WFL3uA/haJSYM/zfTaNN74WlbPNidmqUjDjmnUSp8ZxsokxM48NrR5o+W44bTVHIjA0ljnk7aW73jNPpkXn9MSDZXMOaguBMMjqakkJ4kzOJYB+3TM7Gm2uLPdL3o/MLMLFfLIaRKFuPIJeK8OG1I3H39wfc3reYofDyJUMxe2AiKd/hIWYWJCBcKkKbBzJHb5yQiRkFCZjeP8Ei4CHE7ccJFBLDyb09EFCovVMPl+A+5BKz2gHPe+EBjeBWBiWHYee5Fig6yLnnj5zrEuCpUOuIc55gE3sd8wDcpg66pbgew9OjEBtGHL+e4OnzB+LZvwV5ZoqiIGFobDvd4FAfVa1qtKi0xDlPIPRhHp7bH1ESYMmaM3a1L2lU2VQ/eXLhAPxrao67zAs4KIqCIJDsvvVphUiPFXeNxrF6rcfUgj+w8Il4ioByzte1da7pQ55nneNcQztO1rSZPvdzscbC4YruUSYbiurwwvJCAMAblw/DpaPSXDoGwTF0LAdFhw4/7S3H2+uKoWOFk2X2gARoWR5aPQsdK8hua/Uc1Fo9tCyHqlbnpN5mD0jAzAIS3esOlBo9Shra8fAvh1FkOE/HZscgVMJAq+dMY2Y5js5mAi8akkLGzUn0LIfaNg0e++0Itp4SHuam5seD43ho9CzUOg4aw/ho9RwqWzqcOs7cgYnISwzv8XujE4pgP+9t8FzpjotHpCIpUuax/gnwiGMeAOYOSiJzFQ+zubjeI455ALhgeApGZcZ4pO9AZGCSee6v0uoRKgmoR8aA55HZOXht3VlUNDs3tyD4jjiLUhK7zzZh9kAyD/cnrhubip3nWvDL/gqPS2AS3M+03Bh8v7fK/Pm1TTj27DyiYBGkqLR6NKt0KG1sx58HK5EZK4eeFcoGGktA3jEtB7xFSUGO59Gh1qChXYeNxY2mvmgKkIkZ6FjOtPbmLF/vLMW6wjpsf2ymqz8iwQqDUyPxy50TO21zpg49UYklEPo2DE1hcj/3lQzcV9qEf4E4571NWnQI+qcn4Jm/jkOldX/y4o3/twfbHvXs/TagZpl/HTJPpL+4cTSyyc3QYe76bj9WHqvx6jH3lTaBpgGOg0nGApayFTBLVwDGz8J3BUnhGJcT61V7/RWW4/HGmpNYfrQapT3I/q4rrOu2TcxQEDM0JAyFhHApJCJa+M8Irydr2qDRd44CnjcoETdPyu4kE7uvpMlQ51j4zBlronPGBxwLCRMLyRJLaROAR0aMHANTAl/e15JahRr3/nAAe0uarX6/51x3KR6GpiA1jFVCuFQYQ8O4iUUUzta3d7txLRqSjOsnZPY6bnqOF8bPQmqm67gZpWaM45YWHYrBqYEvrV7V0oF7fziAA2Ut3b7bUlzf6bOYoSAVMRAzFBIjpObxYWhQFIXC6s6OdbmEwWuXD0N0qMQgaQ40q3TYW9JkklUGAJYzLxAo29vBAwgJUXe6dpqvrZ3HKT0mFINSAn+cbPHgnHzEhEqwxI4H8Kn58bh8VJpJYp4yqRYA6PRZ0J04XtWKE9Wt3RQOesI4Pt2/EM637u2BdpVwfQ8N6bBsbuqvSzem/Xiex4iMaL8PHlj7wFTc99OhbuePNd65aninEgG9jd/6wlpTW3T5rqffMYzf9bAOZ7xudttuOEdVxvEMtRhPi78L47krEdGYnp8A2o9rHU7vH4+3rxyO/yw91GvbuDAJnr1gsOm6Z23cAPP4tKh02FBUCwoUVB3C71Qequ7Wb09j1XWcOr03bbM+9taDhTv3lxMfhv5JPQdaeZvoULM6RH2bBpmxAfXIGPCMTBfmyb/ur8DrxEHoV4RaZM5/s6uUOOf9jH5xRBnQn8mLl+OGCZn4ZmepadvpOiWpKxuEsByPgU+vdlt/HI9uay8imoKIoSCmaYhFNES0sO4mYihUNneYymRY471rRrjNtkBl55lGtHboTM8KxnUQjgf0HAeNXkhqMb+yps9CEIUQSLGvpMnhsmkDkiPcmBtKIBA8wbHKViw/Voc5BXFYW9RdHeOn28cjRMxAKjav00pFNEQMbSo/yfE8RAyFcFlgKyuqtHpsPlmPnpcuqW7fWa7HdN1m+kzBap/G9bae9gMMa2XtKsN6dwfeu3pEj+vcgOUaOFBUo8B7G0739MOYuHxUGp5cNKDXdq4SUCstFwxPMWVj3/q1UHPg4bn5uGdGbkDVgfQkRRYZ897ixz3l+HFPudP773x8JpIjiTRpbyg6dPhwk31yLZYIGfQshOmofRltq4/XYvXxWoePZS9b/zsD6THBs/ix9kRtj475nmA5Hiot61Dk2PKj1VjuYhkLW2x4aBpyXFTi6OusPFZj1TFvDeHcsj9LtF3Leiwr2JItj8xARhCXHZGKGNwwIcsu5/yW4vpuQRf+TsnLi3xtgkvkJYbjqjHp+N9fx3tte/9PhzxvkBd5dH4B7prez9dmOA1FUbhoRKpdzvkGpRb3/OD566E32bd4dqcyUL7k76PmYE1Sdsj/uPrLQwCAmydl+dQOguOcrDXXuX3rChJY4W/8+2dh7pHs54GOwcoXO8vxnUXmvJihMCwtuIOWgxWaEsrHfbuzFAxNOa1yZwu9IelBDQ5wQKAy2NbCnGHVsWrc+Z33nhOm9IvGZzeNg0zM9N6YQCD0Cc57b5vN76/6dJfdfd0xNQcjM6NNSWzjc2L7zHO9O7jj2/0mRdhg4saJWYgK9Xx5o4ByzhdVd3csv76mGCMyojEpN84HFvkfGx+eDgCobOkAywqyTNNf3+RSn+OyYxAZIjbVqTbWGbfMOKON26xkr1GgQNMArGwfnRVNHPN2Ei2X4PDTc9Gk0kJECxFegvQWTO8XvLPV63aNz4kBQ1OmcTdnMQp/E3SXTLix2TFIiw6uMb9ufCam5ccDMGels7w5e/2Lrefwy3776525A+O4CeNFWZyX1sdtdFZ0UKiZ3DIpC3MNWU7G84rleHToWFzw/nav2ZEYIUW/+DBwLAuKAkQiUbdzy1qm6djsGKTHBNf5ZY0QCYPMmBCUNrl3IUZEUxifEwsevBANaqCn+EHjOHXf3nOlJpYVAnLEos5TPPMxuu9JGyJWrx2XafsH8BPG5XhGvnyyYS5pHD9b49ZtG2yMs4199IYAns7jKRyb581/C+EyMa4dn2H3z9KXuXt6P6eCCXvDOH4sqwcFgDH8Trv+7nsaq67jZNmkt/PLGiYVBgCT8uIQ24fq2upsZGsR/IephrkjwX+IkJmv9aSesP9xql4IZyeBMf7J+pONnT6fenGhjywh+BqKonDPjFzcMyMXALC3pAmXf7zTx1YBCeFSUmbBDmYUJOC2ydkoa1KBMzwvGTNdjWuONC2sWTGG9SyaAlieh57loeeErHk9y6G6Vd1rEtvWM814c20xHpidjxAJcdATCP7A73dPxMpD5fhsh/PJokY+2XK20+cQMYPC5+e73G9f4fkLB2PJykKr3xkz0i0/W3zqYbs5w71bf7CuUggr7fV6Ya1MpeOtltR2FW8FwgXUXT1M1v3Heeb8gZhAZM8dJjXK7JwpeXkRPth4Gq+tPulUX1/dPJZMUPoIkaFiRIb2LLfSNWOS43j8+8eDbs+mvmJ0GuRSER6Z15/UMbUTWzeF1y4f1qmuIc/z+GjzGby6yrlztieuGJ2GaLkED8zOJ1HBPUBRVI9jZXl+8TyPjzefxSurHKtdZoshqZEoSArH8IwoXDM2AxRFmWrOR0QEVykIV2jt0OFkTRuuGJmM19ad7X0HO0iLDsG/puTghgmZHlfyCfYxL65tg0bHISVShqrW7rLlznD+sBTcPiUHQ3yQPRVM46nRszhc3ur2Eij/niksrhrvW8H0O3WWmfmxeG3dWZIx6KfkxIbgbGMHkiJI9q6/kRDed4J0CI7z8KxsvL7+HLKI4ohf8sNNwzHj3d2+NoPQBxmTFdOrutg3O0vw9LLelbscZXJuHBIipKbEmu93l+Ku6blg/LiUlaeRihgsPm+gW/q6/ovddinMfrrlLD7dctbvVegIhGBhZEY0siJol5zzyZEyDDKV3aXA0EKJ2X9NCaza81lxcnxy/Whfm9ENy3Wd1cdr8PWOEuw409jLXvZx9dgMnK5TIilS1slH6gkCyis2MiMaIWIGHToha0wiovHM3yfwzN8nkBMvx4//Go9EskhhN9WtHThdpwQFCvEuRO5f8/kuZMXKYUjQNGGZIQ90ziAyfgaMUTi2o20AYEJOLC4dlea0ncFIZUsHLv5gO+raBB2ty0aldaoDzxkyfqUiGjzPQ8u6lkn10Jx8/HtWnjtMD2rUOhY/7ys3PfxdPCIVFIRIX+GhjYeO5REhE0FtqKHlCs+cPxA3Tcp2g+XBBc/z+O1AJR7+5TAA4fziDPJ1QlQ2h3CpCCodC9bFLMUTz80jgS5uYsorG6BQ219uoDfIA7r32F/ahEs/cl9WyxMLC3D7VP+Vifc3nvj9GH474D4VmF2Pz0ISkRZ2CuOz1Kk6pY8tITjD5NwYnG2sxPEqBQYkkyAUf8KyxnC7Rg85yZD0K9KihHvOssNVmDsoycfWEBwlRMJAzFDQGdY8NhfXm9TrCIGPWseiRaXD88tPYPkRITnl/GEpplrlPHhwnOGVt6xhLqxWshwPmhJqmruTbac7Swn/DaCpXYenz3eP85lgm/euHoGf95Xj0y3n0KDsvf5A1mPLO31e9+BU5CaEe8o8AoHgAiIXg5yqW9XITQgDQ1NgKIDjKVAc8NnWs6ANTq2yJhWOdMnqvnpsOl68aAhoEmTlNuYNSsI8w9z7ms92ueyk/3FPGX7cUwYAOPbsPI+q1gTc097uJ2dh6DNrAKCTQ+psfTuqWjqIc94BJizZ4JZ+Dpa14KCdNZhd4df9FZiaH4/4cCIBaA8bi+pw81d7O2371U3S6NPy43HNuAzEyCWIDBEbblQUMoO4jrU7GfHcWtPCOQD8cbDSLf3OGZiIK0enIypUjIgQMUQ0BRFNB3X9cVd4eWVRJ3kjd5xfr142FMmRMkSHSiATM6ApIFYuJY55N/LxdaNwzee2s2YWDE7CPTNyIWIoiGgKDE0bXoVSDzQFgAIiZD0rlRDcz/D0aMwblIjVx2tttltyQX8My0qAiBHGzDh2xhIrxlI7ZD7hXf4zO88u5/w//55sGjcR0/ncMwZ9hkpFRPbTBXLjhaxPlZaFVs9BIqJ9bBHBEeYPiMc3u4XgwMtI4LJfEWKhTFVUo8CoTM+UaSF4hml5gmLj8iPV+OAaHxtDcJhQCYOjz8xDwVOrAACP/3YEOx6f5WOrCN5ArWNN427J34erfGBN7ywaSoJ/vEVUqAS3T+2H26f2w/TXNqKkUeXQ/lIRUZwkEPoqLMdjel4MNp1qcroPZ2qx/7inHM9dOBh0j8UqCa7w7a3j0NiuMQfQ8TAloupNrxzWHK/FO+tP2ezr2QsGeXxdKeBWrd5ZZ/2Xum/xbMSRum0O8cblw/D7wQohSpQHdp51jzSEszw6vwAxcsHR0a0KLwX0TwwnC+kOMCorGtP7x+NcQztaO3RoUenc1vfm4npsLq632ea68RlIjw7FbVNyiCSXgyy5ZAheX3MSFAWUu7Em9toTtVh7wrZT67rxGchLCPeKPLe/c/noNGwoqoNSo0e1m+S1//vrEZvfD0qJwIiMKMzon4BZAxLdcsxgY2JuHMZkRWNvSXOPbVYeq8HKYzUAgOvHd67TbqkIw1kov1wxOh1D06I8YTLBAENTePmSoVh9fK3Ndo//dRLAScSFSbFgsLC4Ze1yZsySiZCJcd+sPFLOw8Okx4TilUuH4NHfjtpsd9572wAAi4YkI0Yu6TZ2FARVJeOD2JS8OMwfnOwZowOUrWfMCxTEMe9/XPPVIQDCsxPBv2izUO4ZkR7tQ0sIznDHj8L96+7pRHXHH1l2pBZP/VNs+nzvTKL4FyxIGBp3T++HX/ZXIETMQKNnESETY2ZBgklOnuPNCpO8oTb5L25KbrGHKXlxePaCQciJD/PaMYOZY5WtpmeOa8dlIFwmRn1b75nzRu6blYcH5+R7yjwCgeAGDlYoXHLM98Qtk7IhFdOQiRjoOQ7rCusQIqYxoV8s7puVR4J2PECDUoO31habVLmN67JGMRtLFe5vd5Xa3e91XdZ7PUFAOec5jscX28512y6XMGRhyQkuHZVmkonXsRzGvrgOzW504Br55paxmErkwrxOhEyMr24e2+P3DUoNRr+wzmPH/26XIA+SnxiOGQUJHjtOIHLRiFRcNCK1x++HPrParbLclhjHbUhaJEZmkEVDW+QmhGPtg9OsfnfPDwdMcnnu5HiVAserFPhuVxlOvjDf7f0HCx9eOwqXfrgNZc29B1XYO7H7blcZkbj3AtFyCT66diTu+v5Ar20blBq7xy9GLsFtAVY7rC9y4fBUrDpWg40nbQf4AcDyo/ZdQ7/fXYbD/5uLyBCiZGEv5xocywoi9E2IYpX/0dphftYmUpf+x4kaoRRIBLnf+CVNXda6RmRE+cYQgtehaQr/nV+A/zoY1Pba5cMACMkpN/7fHk+YZmLrqQbMfGMzeZ70IGodi0s/2oHjVYpO27/fXWbX/p9ePwr9EsIQGSJGrFziCRMJBIIbyYl1fy3xC4endCs78tDc/m4/DqEzz/x1HP+4cY1dRFNYft8UrySTBpRzvqcH2HYti/Pf24asWDneuGIYyaB3AhFNudUxLxXREDNCHfOdZxsxJS+OZOH2MbwlB/vAz4cAGDIUDfW6OI7HMxcMwuWj071iQ6BRkByBPefcH/1nya1f7QUPmGRiAGHcXrt8GBYOIRmKvZEdK/f4MUa/sA48L0T6GyMGeR64YFgKXrx4MEQMCVrrSnmTClNe3eiRvkU0hZmvbxI+GAZEGBPhuieXiPDZjaORGuX+B4Rg4esdJfjfX8c90ve3u0rxQ5eFGcvxm9E/AYsXDSDnlZNo9RzyF6/0WP8XfbDdrGjBceAB0DRtyq5//fJhGJtN5KONXDg0Ea+v7x7wTPAPLhuehF8P1WD50WoyJ/MzUqPMJfhIzXn/46UL+uO+X07g533luHMayZ73Ny4emohVhY0orBYcc1KS4EOwk2n58Sh5eRF+3FOGx3+3rQDlCjFyCb7bVYprx2WQ9VMPoGO5bo55RxibHYOoUOKUJxD8hbON7lOiNbLsUBWWHRJKopBgKvfQptbh/p8O4Uy9EhSEEpQUBbCsUM6cpmm0a9yboKjneMx7ewsA4PvbxmFSbpxb+7ck4J72/vn3ZJP0jCWljSqUNqqw+WS9KRucYD/unvhp9Bw0euEk+mjTGTw8tz8YMrfsUzA0hVGZ0dhf2rO0szvoSU7/+X9OEOe8k4zPifW4c76nYJ031xaThWA7KEgO9/gx2npQT1i6rxyPLShANInm7sSfByvxn6WHPNa/nuNxtqHdZptlhypx9/Rcj9kQyIx5cZ1DUoOOUtpLfcGvdpTgjmk5SI4kwRWOYikb6SnO9XLuvb7mJH6+Y4JHbfAnjlcL2Z/hxDHol5QaSh6RevP+R1O7eX5NlP/8j72lrQCEUkYE/+NghcLkmAeALC8EUxMCi+w4z/7NNLVrsfjPY7h8dBqRRfYA4TIxzi1ZCIVaD42ehUbH4fU1J02Ott4Y/txa4owjEPyIkekRuH96Ft7ZVOKR/q/4eCdEDAWGpvDo/AIMTo30yHECnQNlLdhQVOez41/7+W7cPjUHTywc4JH+A27FpUPH9vjdJ9ePwrxBSV60JrD4+LqRuPO73mVinaHfEyt6/G7f4tlE7cBDNLdrsejdrahyUz1sWwxLi8SzFw6GiBZuTGKGAkPTps/GV+P/UEnAXZ7cymdbzuLFFYUeP86k3Fg8Mq8AIpqCiDGOU/dxE9E0aBpk3Lqw7FAl7v/pkEeP8eXNYxArlxjOK9o0LiKGRke7EiKaQnRkJGgaoCmhDVnwNaNnOfxzpBqn65Ru7/u3uyZARAtjQlFC0BNjiPKERR0kihK2p8cQx66jlDa2Y/fZJiSES93qnB+VGY3FiwaAoSnQlPBfuD8BMORgW45fVIiYBLw4CM/z2HSyHmfq3X/uvXLpEPRPigBDUaZrn3EslUoh4josPAw0RYECkBpNzj1LjMFdbW6OQCd4h6PVbQBAJFX9EMu1DDFRYvE7imqF+1kMOff8kq7SpaS0RPCi1rG4/ovd2Fvi2USV3nh8QQGGpUcBMChNgkd2nJw45j3IO+tP4e11p5za9xIbpScJBELfg6Yo3DoxHQ/MH4RPNp/BkpVFbu1/T4k5aW7rKevJCCMyovDT7ePJdd0G0/LjsevxWejQsSblSp7n0a5sB8fzCJWHgeV4cDxver34wx1utaFVpcPPe8sxf0gSImTuLV8VcF4UPcv3+B3L9fwdwTZaPeeRevP20KHtOeCC4BqN7VqvOOYB4HBFKy76YDup++omVh+v8cpxtp9uxOHy3dj75GyESMhkwVF2nmn0+DFu/nIvXr98mNUMOQUtXLcjQsk51xMfbDyDt9YVe6Tv5/4+gf/MzseMggSP9E8Apr22ySP9nmtoxwcbz+D1y4cSeUIPsfFkHW75ap9H+v56RykuGZmKWydnd1N/UsgE5aaIiDCPHDsQqPTS3JDgGdQ64W98z7kmDE2L8q0xBIeQislc258xZs5vPllPsuf9kFqF5xSYCP5Fm1rvc8c8gB4dRTnxcmx4aLp3jQkSFg5J7tU5/+O/xiMuTILYMCkoXQcYmkJERISXLCQQCJ5g2+kGnxz3YFkLNHqOOOd7ISlS1m2bQib4eSMizMq0pY3tuM8DCXJL95Vj6b5y/Hqgwu2KiwHlnN9YVIebv9rbbft/5/cnMrF2oNVzpggTzlCnuL5Ng9lvbnapX5oCHprb3xQcccvkbK/VMyfYJjchDOeWLISWFcoMaPUc1DoW7RoW7Vo92jV6tGtYNLS2YfHf7nFecSRIxi38etdE6C3GTaPnTGOmNIxbu0aPF5afQINS69KxlBo9hNg0gqO8fOlQvHDRYFMpD42ehVrHoUPLokOnh0rL4vov9rh8nA4tyW50llunZKOpXYN2LQueB/46XAmdjUA/Rzhc0Yo7vtuP4hcWuKU/Qnd+/Nd4/H6gwhA9C/x2oMIt/Ta1a7GusBarj9fgyjEZbumT0JmpefF4aE4+SptU4HmgrKndbQuhJ6oVOLFcgevGZ0JGnF0OYyw9RfBvSFCl/1FvMWfneZ7UFPYz+sWF4kyDCukxob42heAEqwrrO38+Vo35g0m5tmAkPlzaTZ6cN6yRWmbnsTwPjrN8D7QqFGB5gJbIoGd56FgOeo6HTs9By3JoUGrx8C+HXbJPx5J5mqdIDO/uAOrK1Z/t6vG7xYsG4LYpOe40iUAgeJi9JU3Yesq9zvlvbx0LhqLQ0K6FnuUExT4KhvsHMLFfLFKiiHqfu/ls61kcLm9xa5+XjhQS4WgKuG9Wnlv7BgLMOd/VMX/0mbkId7PUQKBypKIFF7y/3SN9czzw2uqTps9vrrXfyXvTxCw8c8EgT5gV9LAcb7OcgDPkJYThvll5yIgJRVy41CxVT1GIChWTBSY38fnWs3hhufsk7fvFheL+Of2R2WXcRDRFMkZd4EBZMy5xk5TOPTP6YWx2LHLi5KaaRQxFQS4VEceTi4RJRXj2wsGmzwsGJ+G2b2xn80aFivHhNSM7XdOMbynAIGNPgaaAvMRw650Q3MKEfrGY0C/W9LmwWoETFvVCrXHrhDTMHtxZacI4foL8uSBVHyJmMCCZZEF4ChFD498WDzdn65WY+UbvAaEfXzfKpMBjOa2gIEjQ0pQwjqnRIeT66CR3Ts7AR1vLAABbiusxNT/exxYRHGH9feMw693dePKPY7hqTEY3qWZC32VgUhgSwyWobdPioZ8P480rh/vaJIIDLL1lBEa/uh0fbz6DmydlITGidycPoe/w6dVD0KxjTHORO787gAWDk/D2VcNJRlsQ0aDU4P6fDqJRqQVFUeA4Ho3tWjQoBWUFuYSB3uCQ13sp8eSeGf1w7bhM4sjxApGhYhQ9Px+KDh06dCxUWhYdOtbudZ231hYT5zyB4Ef8c6wOT/x1ssfvLxiWgqRImTmZlTMEavE8eJ5HXkI4bp6URfwdfYRnLxiMS0emgePNQXUcb75XW7zFt7tKsOKobVXiR+b1xz0zPJvwHVDO+ZsmZuGrHSUAgHNLFpITwwH6xYdhUm6skLFkqGUk1DQy/zH7AuMEmOB+mlWuZVNb41SdEv/+8SAA4PDTcxFJpLQ9wj43S6ydaVDhPsO4kaAm91Fc0+a2vj7YeAYfbDyDJxYW4Pap/dzWL6E7swcmdppPWKNFpcM1n+/GH3dPxIiMaO8ZR+iVb24di9EvrLPZ5oudFThc1Y4vbx5Drnd9iJz4MLxz1XDc34sM2Z3f7ccLFw3GdeMzvWNYEGL5DLWhqI445/2MsqYOi/cqZMfJfWgNwVFq24RntL8OVxHnvJ/R2G5+vv77cBVx0PgZDE0hJ75zyZuVx2pwR3UbhhvqfhMCnxVHq7H9dM+l6dp9UHbTuBZw/6w8PDAn3+vHD1R4nodGb1Q1FJQnX1t9EkcqWrFgSBKqW9RYZSgnGSETQaG2rVZ457R+eJCMD4HgNxyrauvkmF96+3iMy4m1sQehr8PQVK9rtOVNKlzy0Q7Ut9n2OSZFyDzumAcCzDn/1HkDTYvp2Y+vwEsXD8E144gUqT3IpSJ8f9t4m23eWHMS72047bZj/nnPJEhFNBiLLKdwmRjx4VK3HYPQM3FhUhx6eg5aVDroOc4ku63Vc4ZoMIPcCs9DqWwHxwNSWQh4w7Z7fzhos/9hz62x+X2ImMHBp+eQrDYn+PDakShrUoEHoNGz0OiEsbOUWDOWp2AN48hx9o3bkGdsj1tqVAi2/ncGaJKF1StXjc3A5Lw4Q7kIDmo9K5xfhrEwR17CJIlXr9Tg6WXHe+zzpRVFeGmF9dpzRh5bUIA7pxEHviuwdkakXewmZQQjz180GNcTh6NLiGnarnb7Spt7vd45ypZHZiAjlkjZuoKYsW/8Fv95DIv/POa2407Ji8O3t45zW3/+zvFqc3DZU+cN9KElBGf4bLugevD4ggLimPczLJ27R5+Z50NLCM7w++FaAMD14zNx6+RsH1tDcJS/j9biyb+3mj4vu2cSYuQSUqYgyLh+fCYm5MRCy3LgeWGh36hAY7lOxhsyJzlD9iTHCyUcle3C2pksJAQcD9Qq1PjzYCVaVLpe1b16Y87ARHf8iEGBWsei4KlVTu//5faSTp+tOeaz4+SYmR+D+6ZlIjIy0uljEQgE31DZoja9l0sY3P39ATS2axEqYQQZegCgzAp9FGCSp6cM3/MAQiUMnrlgEGb0T/DJzxHo7DjdgGs+3+314yo13ikfG1DOeY2+cwSjpWwBwTVqWtVudcznxMsxOCUCIjsXYQmeISpUYpdsuUIhPERERJjlfT/feg6HXKjjoSV1spyGpilkObnY+s/halP0rzOQOrSOkRbt2GIOz/M2nfP2YK9jmWCddo0e3+4q9cmx5aQ+sMuUNLb77NgihgQtuYKe5fDu+lM+OXaMnJRwscQo0zo2K4ZIovshWlYYv9FZMT62hOAKIWRO4Hc0GYIrZhYkEBXHAGAYyZYPSiiKcqksmUIhqHIZ185mvbEJZ+pdfz65b2YuBqcSB7C9UJSQkOSsGitDU72uq5xraMcXDe34Yke5advq/0xF/yRS1o5A8AdmF8Th1glp+GJnBdq1rEkZReWEQsrLK4qIc95DSH2U1KnU6NGo1CA2zLNJxAHlnO9a72fxn8dw3tBkUjPZDbyw/IRb+ztb347cJ1cCAOLCJNjy3xkIlQTUn2NAU9XSgerWjt4b2oDl+F4jWX/81/hOtYQJrlGnUKPKxXFrUGqQ88QKm21+u2siRmUSqW9H4Xkep+qULvfz2uqTeG11zzWTAODqsRlYcskQl48ViAz632qvH3P7YzORSmoIuszus4248tNdXj3mBcNS8O7VI7x6zEDlvp8OosiN5UDsgdyvrFNUI9yL9pY2+dgSgjPsK2sFACg6dD62hOAoTe1kzPyZNUUNAICKFteetwi+YdMpcs8juBee5/HJ9aPwyeazUOs5nK5TotDJ7HlfOSf8FamIwb7Fs3v8/nhVKxa9u63H751NeAiTkXVtAsFfYGgK145JxRc7K1zq57kLB+GqMUS521OMyoxGycuL0KFlMeetzaho9t48e9QL63DgqTkeTeYIqLvG+1Yyu7s67AnO8c+Rao/13aDUYuLLG/DBNSMxKTfOY8chOIdSo8fT/xSjSaWDSCTChqI6rx37ZI0Cg1IjEEFqAjuMnuXw1rpiFFa3gQKw+1yT1yRZTtW2IS8xjIxbL+hYDm+sKcap2jbwgFfPrU0n69Ci0iJEwkAqIg/6liy5ZAge//2oV49Z0tCOEDEDCkKUP2XQzjImXfE8AB7gwUMmZkg5kB4YkhaJnDg5zjZ4L3t+9fEaNCo1JlmzruMnbKNM5UUiQ8Qkm64H7pqWixVHnVd2cYbCagWy4+Q2xw4QFuhENAW5NKAenXpEIhKUrYamRfnWEIJT5MaH4nS9CukxJOjL3yDKf/7NhOxorDpRj0EpEb03JvQ5LGdncWEkwYfgGktWFOKTLWdd6uPeGbl4eF5/N1lEsMQdagZGnpqfi1unk3EiEPyRVjcEM3+1vQTHKxXgwWNMVgwuG5VG1nzsRMdyUGlY0LSw9sLzPHh0XgPleaF8gKJD51XHPABcPioNkSGe9W0E1ArTHwcru20b/cI6LLlkCK4eSyJYXCExQopahXNyQPbQotLh2s9348ubxxAZkD7GP4er8OeRWp8c+5m/T+CZv0/gnauG48LhqT6xwV85VqXABxvP+OTYj/1+FI/9fhQfXDMSi4Ym+8QGf+BIRQs+3uybMapuVWP4c2sBACUvL/KJDX2VVce86xwEgGsdrJ90+Om5iAwlwS9dETO0Vx3zgFDqY9QL6+xuf8nIVLx5xXDPGeTH7Drb6PVjOlq7/ve7J2JkRuBn2huzhQqrXKuNSvANFYb6iSeq25CbQKRV/QnL8lE8z5OFPT+jQyfIoB6vbA2Ke0WgUa/Umt43WLwnEJyhuNY5NajzhibjxYuGQCahSRC9h2hq1+K+Hw+6rb8NxY2oVRVCz/LQcxzyE8Nx9dgMUhqKQPADsuNCkRMnR0ljO5zN7z3b0G5ah/p5XwUe+fVItzZPLhyAf03NccXUgCTPoKrdV/llfwVevWyoR48RUM75t68cbnWB+4V/TuCqMenk4dYFNjw03eNSv2OyoslDbB/kyjHpSAgB2jQs5KGhoCjgRJUCb6wtdrpPhhYyDGlDahptyFajKGEbBcCQvIaUqBBMyCHS9o4yPD0K//x7Mmpa1eAh/C7LmlR47h/nS1TQxvGhhIg2W+OWFh2Ksdmk1qktRmXG4O97J6NGISyiUwB+2luGdYXOZdAbzyvL7E/a0DFNUcL5hs4ZobdOznbHjxIwnKxpw+bierf3axwbI8bpiGmrxZfGMaRNmdjmc4umKFwwLIXI5fXASysK3d4nTZmzp62NobC9ywB2aUtTFBhauGZeOy7T7TYGAjzP40UPjJ9xUczaE0BvY2h8y9AUGIrCsPQo5CWEud3GvsjAZMGhGx/u2fpqBM8QEypGVasGSREyX5tCcJD0aLPaAVm78D+SDNdMyyALgv9wxahkHKwgQWkE9/D5jWPw094yPPmH/UGggKBa2tqhw0Nz+4PneXA8kBkbijgP17wNJiJkIlw3PgPLDlYJk30e0LAcdCwHZwRstp9txvazzZ22jc6KRkESUVEhEPo6NEVhw8PTu21XavT476+HcbKmDW1qPTR6Dh06Flon53g0CdaxygsXDcYrq4rAcTxYnjddgztdik3bzFstr9W8aRvvdICFLf44WIlLRqa5v2MDAbW6OzIjGsmRMlS3qjttb9eyyH58Bf64eyJGEOevU4gZ2i39bHhoGnLig2NhM1CgKAqjM6MAABERwuTSVQeIuX4Tj89vGI3ZAxNd6o9gncGpkRicGmn6fMe3+1zqj+PNcpu/3TWB1Ol1A0PSIjEEwhhxHI/bvnF+jDrXReNx9Jm54LWC5I/x3CXYJi8hDPfNysO760+5td+ea9Y5PnP8dlcpvt1V2uP3H1wxCFNygzMw5p4ZudhQVIfSRpXb+uRMmlq2sH8cL/1oR4/fJYRLsfL+KYgNwsU3iqLw/jUjcO8P7stiARypF9l7u22nGzDkmTU9fn/39H747/wCO4/Xt1lTKAQpVZK6yX5JVaugdhZLZJn9DrUh85rgnyw9IJQCbGonWdf+SGkjuecR3AdDU+jQOndN33qqAVtPNXTadm7JQhK05SKn65SY/eZml/thaAo3TMhEiJgBWB0YmoI8NAQimoKIplCQHEEc8wSCn8DzPCpbOqDS6KFjebAcDx3HQc/yuHB4Ku74dr/Lx1h2zyQMS49y3Vg/pLi2DXPf2uJrM5xm3qBELBziWUXggHLOrzxW3c0xbwmJNHSez7e5VivJSFmTijjn/ZyVR6vdWp8phiwceoV9JU1Yfdx95QmiiaS223lldZFb+5OJGXSQtcFeaW7XolmlBU1R0HM8Fg5JgqJDh692lPjaNKfYU9oSVM750sZ2Uw0qPcvho2tHYeG7W31tllPUtWlQq9AEjXNepdWjplUNhhbOvbyEcLx++TA8/MthX5vmFD/tLQ8Y57wx+zNMGlCPikFHZXMH+pHnLr+iQ0cyrv2ZzJgQlDZ1IJGoVvgl5V3qmLIcT2SpCS5x6+RsjM+JxXnvbXOpn1cuHUIc827gdJ1zpQa6wnI8vtxe0m37nidnISGcXP8JBH9i2BLXrs+9kZ8YhgHJwRusc7LGPdddXzA6Mxr/mZ2PimYVRDQNHkCImEFSpHuv8wG14jLHIvt2+2MzERUiRoiYIdIRbmDHaffUAb3py71O7TcuOwZL75jgFhsIvfPKqiJ8tMl6LWyJyD4VhavHZuCFiwZ3kgQmeJYdpxtwjYO1q7ty44RMPH3+IDJuHkKp0WPMC+tMNSmd4fD/5iJCJrJrfEj+h21aVTqMeH6tw/tFh4oRGSIGbZC7FiTLKZNM9sR+sbhjWj8LaXpDCQganaTqTduNUuhW5OwpB89FhSJ45Di/3VmCp5Ydd3i/tCgZJCLGNH50l7IDTy4agIKkcHMZD0OZCMuSEJblB4DOY+nK+AUTA592rlxSVmwoaENmijBGQskA4Ts5Fp83AFIR063Mh3G8lG3CA2JkRESnc69rmZZgHrurRqfgpTVnoNTofW0KwQnumpKBj7aW4aUVhZiaH+9rcwgOkBMXanrfqtIhkgTD+hXPLMzDzd8dwf/+Oo4bJ2b52hyCgyy5sAD3zx1gyvC64P1tWH7fFB9bReirNCg1eOrPY1h5rMbq9wxNYd6gROhZHrMHJAjZmCwPtY6FSsviZG2b3QpPV47JcKfpQUODUoOXVwpyyZxB7vj8YSmobFahtFGFafnx0HE8WI4Dy/Fo17Bo6dCiuV2HFpUW7Q4qH+hYD+gpEwgEj3GsqrPjeEb/eMTIpZCIaEhFNKRiGlKGhlTMQMLQncviURR4ngdNUZg1IAESEW0qJ0pRgu8kQkbm8ecPS8H5w1Lsbs8bpO1543vA8Nmw3eK9QqEADyAsPFwQuzSo/Rr3XXmsBj/sLgNFCftxhr71hmu+nuNR0dzzqvm+0mYseKd74o+gJOy+hKiAcs5/ZRG5JmYoyEm2h9vYdrqh90YeJC06tPdGBLvYW9KEyz/e6fT+9tZXuXt6PxJp7mYW/3kU3+0q8+gx7phGxs1Vqls7sPCdrWhW6dze9x1Tc+x2zBN6J1wmwn2z8rDsUKVDUujNKp3N8T1epcCNE7PIvcvDzB+cjL8OV6FGoUZ5k/2hKBUtPassAcBrq0/iz3smuWoeoRfeu3oE3lhzEmodhxqF7TGxpMTGuXq8SoGLR6TaLJfDaRgAQIiEsd/YIIO3KOXwwcbTuGdGrg+tIThKUoSgfFBU04bCakVQZ2v4Mwve2YKtj84k83I/Qi4131f+OFiBi0d4rj4lwTNkx8lN749XKZD12HIMSY3EX/dOIs9fQYxax6LgqVUO7cNyPFYcte64d4QYuQQ/7C4Dx/OIkUuwYHAS+VuEUBJQy3LQ6Dho9Cw0euFVreOE9zoW9/xwwOYz++8HK7ttS4sOQZhUhIQIKcKkIoRKGNS1aXCwrAUAkB4TglcuGYrRWTEQMxTaDEG/pIwggeB/FCSFITpEhOYOISB948l6p/opa1LhmQsGudO0oIWySHoCbN/rWIPft6cgiMV/HnOjZUBGTChGZERhUEpk740dIKC81yKLuugqDQuE+9CYAGNSbiy2uyl7vif++ffkTvWxCZ6h1oEFcFeY8upGl/v45PpRmDcoyQ3WBAYNbZ7XKJ/48gaX+/jq5jGY3j/BDdb4J+0a1qXMeFt8suUsPtniepmRSbmx+P628W6wyL+haQoPzsnHg3PywXE8Pth4GofKW9Cg1OBwRatLfU9+xfVroLN8ff1QTBsU+AsE8eFS/HLnRABAXZsaT/95HBo96/RDlZFD5S3Iemy5O0x0GDFDoej5BUHhjLGMov7zYCX+OVIFlZbFjjOuzTdv+2afO8xzitcuG4rLR6f77PjuYnWhOSi3sDp41DgCAZ7nsaHYfA7VKNTEOe9HnKozlw6ralVDx3JgaBJI5C+ssbh2FlW3ASN8aAzBIXiex4O/FWJ9cfc5SEuHFjwPEH9ocBMjl6Cp3fs145ratXjij6Omz5/dMLqTamyg06bWYcgza7x2vPtm5kHECMp4IpqGmKEgZmiIGRoihjJ9Pl2nBMfzaGptQ1ZMCIhvnkDwP97bVGJyzFsyODXCpLDY+RWm7Hij2qxMTJNA9h6obu3AhCWu+xh8RWZsKPrFhyEpUoanFg30WHJHQDnn/zUlG6+sEmr2vriiEPfOyMWw9CjfGuVH8DyPn/eVo6pLRhkPYGRGtMed8+e9tw1f3jQGMwqC16nnDc4bmoLzhnaWFPl0yxm8tEI4d8ZkRZuigLQsB62eg0qtgY7lwVM0tCyP7acb7JbgcgW5JKAuUS7z8fWjOn0+19COGa9vAiDUPblyjOAQ0BnGTcdy0LE8NIb3J6oVqG/TeNzO0CAft9yEMBQ9v8D0+UBZMy75cAcAYOGQJCRGyKBneWj1nBDtrWeh1QsR3ltPeUelJD5Ialrbw9l6Ja78dBeUaj1oCg7L1/VFpOLgWcj/ePMZvLmmGCJGkCL39/FLjQrxtQleo7ldi5u/2ouiGgUYgzy9v8uoB0qNdsvsz6fOG+hDSwiOQlGUEKQOQC5hMJ3I2vsVYsbs/XvnquGQBdH9PBCQWpR/u392ng8tIThDjLxz5lVOnBxf3jwGmbHyHvYgBAsyMYOf7xiPopo2UKAgiOaaZXL1LA/WIJ2u6uiAnuPBiKXQsRz0LActy0PPctBzwhrA2hO1qGxxrgDdv77Zh63/nYH0mOBQaBMzNDJjQx1SuXOF//52xKX9V94/hQRFEgh+wpmG7teVC4alIFTCgKHN5StpisIv+8vRpra+VnG6TokXLhqCUZnRQZFkYS8i2r6yyH2V0kahBIpcwuDPg5XQ6jl8c8tYTMyNc+txAmMFyUBLh1muZu2JWqw9UYuzLy0kNeftZOPJOjz629HeG3qQPw9VEue8lzlRpTA55gFgb0kz9pY0W20bLhOBoSlEh4qh1XNQWLkx5cTJ8dXNY5ERGxwPC77E6JgHgA4di692lFhtR1NARIgYDCWMnTVpr5w4Ob6+ZWzQPOR5E6NjHkCP0nZyCQOJiEZ8uLTHAIpnzh+IGydmOVV/nMis9cz20w29Bq2cfGE+pCL/WCAPpprzAPDySuH+1ZNP/ryhyXj/mpGmz+Sc6DucqlPiUHmLzTa7Hp+FpEiZW49L/gZ6Z0q/GFAQAnSv/Xw31j04zdcmERzgjUsGYOrbu9CuZbH6eC3mDyYqVP5CVmwobhibim/2VOL+nw7hwuGpvjaJ4AC3T0rHB1tKAQC3fLUXP90+wccWEeyFoig8tSAPr105Ct/sLMHTy47jbEM7pr22CUeemUvqxgY57Ro9Zr+5xddmmGhs1wbNuo1MzGDzIzPc2idnqDUs1BzmoGfNn3/eV4431xY73bfKzwPFCYRg4tlFeZjxzm4AQpY0y/HYW9IE1nA9YHkeHMdb9X1YUlyrxBWf7MSozGg8e8EghEgYyCUihEoZhElEQeuXjA+XouTlRR7r393rOhzHI+eJFd22WyYA/bCnjDjnbaFnu2fyGn+pU/PjccukLNAUZYpiYU03YyGKUcfxUCjbMTI9EgODcMFuRv8EvHLpEK866KNDxdjx2CxS99OHHKuyX7p5ZkGCSdqJoQU5J0HuiTJIP9EQ0xT+OVoFEU0hOlSCMKnIHHFmaGvMkBO2C31zvHAh5HhBxYGHORK5ICkcCRHuXZz3d1o77K9nPik3DgnhMtM4Ca80RDQFVq8DQ1MIC5Hh7yNVENM0okLFncbN9N8g52OU8AGEhfsexy05HAnhwT1ujUr7lAqmFyQgVMxAxAjnl/E8E1nIqGn0HP5vewkalRpkx8kRGSI2R3LSwph0lVhSKpXgeCAkVJBjBAAePHheGDsxTWF8TmzQThYB4PoJWbhiTDqUaj0e+uUwNlmRRO+/WKgxmBoVgscWFFj8joXfc6fPoEzbKXTZBgBdPneuqWQd3oZQCd/ly3aVCuB5yEK0MAqcTOgXG7ARvOeWLIRSo0dNqxpz3uq+aPbPkWr8c0SQqL9rej/kRIlBUYA8tN0wdsJ5QxleYTkucH78uo6ZsY09Y2m8nrI8j1BKj7yEwMzYGpsdg9MvLkCbWo/fDlTgheWF3dqMX7Le9P69q0dYjJX53KMA0LQwLjbHz/C+Q9UOUBTC5HrzuALoaWgcOf94CPc/nheeM4alRyEyxP8W9NU6FpEhIrR06FGQROqE+Rt1SrPs7tjsGB9aQnAUjuchE/t3lkkwYxkAbVQ0I/gPlS1qrD2lwJk6pWmbREQjPEBUcQjOsXRvmcfWSC8dmWZ65hfRwvoMQ1OmZ5R2jR5f7yw1tc+Jl+P9q0ciLlziEXuCBZqmIKEptKp0+GDTaSg6dChpbMeus0097pMUIcMNEzNxvEqBYWmROH9YCkIlIujV7RAzNAn6JRD8kFi5BEeemIJ3t1Tg823nAMCwxmpeW3VkHW1/aTPOe29bj98fe3ZewCjtWYPneRwoa0aHlutUAqBrGyO2Es96+oq38D20t7eD54HQUK3JF2G53m1sB4OPwrjO1ukVPFYercHyo9U2f7Z9i2dDLhF55DktoP4ikiJlePHiwXjyj2PdvttSXI8txfbXIPVkZEdfhaIoXDkmAzqWx+I/u/8O3clzFw7CDROyPHoMgn2MzIgCRdlefDay7FCV5w3qgWA8J20RKmEwf1ASVh23noltibek0q0R7OMWJhNhZkECNhTV2Wy3/IjtiYAnuX9WHh6Yk++z4/cFpCIG0jAG14zNsOqcN1LZ0oF//3jQi5a5h5snZeF/5w/ytRkegaIohMvECJeJESET2Yxq/mjTGS9a5j5+vW0kRgfogo+IoREtl2D+4CSrznlL/PHciw4V4+DTc31thsM8vfwUWgz1926fmuNjawiOctnnBwAAswoS/DI4JJhZfaIen24vBwC8ezUpWO5vXPjpfgBAXkIYZvYPnprQgQDP81jw4d5u2/c+Mdsh1TJC4DEmK6ZH9UFX+e1AhUPtz9a3Y+G7WwEAS28fj3E5sW63KZh4fc1JfLurtPeGAGoUauw+2wSJiMaqYzWd1EcB4O0rhyM3IQyDUiLINYNA8DOMjnnAkMgLoOfQfecRBWjCjJE/DlbiwZ8P+9oMt3PH1BzEebA0bEA555vatVYd810ZmByByBCxIdOXMkUnihgaYPW4eFhwS/9dNz4T143P7LTtVG2b1Yw0Z3l62XHinO8j5CaE4/D/5mLoM2t8ZkNOnBwxcolFFqqQ3WbMhLtmXIbPbOuriBkaH18/Cjd/uQcbbTgTPUlBUjjCpCJTtmnXcet6HQlGpCIG/3fTGGQ9ttwnxx+ZHgGaoiAWiUyZo4A5kzREzOCGCWScjDSrtL038jEFSeEIl3WevlEwT/L1rOBQk4iFc1PE0LhzWj+v2ugrepMb6wuMzowG0HMksPCdUakEGJQYin5xgS9b2aDs++dedKgYuQlh3bZbnn+AMLZGVRN/rTk8f0AcVp2oR4xcgqFpUb42h+Akg1IjA1Y1JVAZmRFpej8tP96HlhCcYVBSGHaca8HY7BhEhpLAGH+CoihcMjwJvx8yB74He5A5QSAnPgwHn56LQ+UtuOiD7b42BwAwf1ASBqdG9t6QYJMnFg5AflI4aEOykp7l0KbWo6VDhxaVDqfr2nC4wqw0utlGwt9/lh4CACxeNAC3TSGBrQSCP1Hy8iLoWQ6Xfbyz17J7rlBU04bh6VEe69/XzBuUhEtHNqK6tUPIVOeEzPSuUKA6be+ptHJfwRHlYmcIKOc8y1mPanlsQQFum5wtON97IdhqtdpLXmI4Tr+4ALlPrnRbn7acVZEhYmx6eDqi5USuyRtEyMT44+6JOFjWAj3HmRaajc4DjUaQ5g6RySyce4L07nP/nOix35x4OSgA1a1qm7WXzja042xDu+nzVWPS8fKlQ136mYKFt68agT8PVkKr58CDNzldjRijdo3yvoDw4GFr3PrFy8EDKG9SQWelXIiRopq2Tp//NSUbTy4a6OyPEtCsf2gatp9ugJ7lwXWR8aFM72Gq8VvaqMJXO0qs9iVhaKTHhIDjgXMW5401DpR3vqeNyozG97eNg0xMSolY48oxGVhfWIc1J2p9bYpVUqNCsPSOCTYzIYO5nva2R2dg8isbfW1Gjzy2oMDhQIlgmZcOT4/CSxcPwRN/eK+0kqP8cfckZMUFZomBriRFCiVpJvYjGVn+SP8EOU7WtWPRkGRfm0JwEMYwWc+MDSWqB37I0NQI7DjXgtkDSda8PyJhSDAToWeGp0fhh9vGoaRRBbWONT3Td32eV6vVAIxrZ+a/KYoSSrHaWoexxUfXjoRUTBucHcJ6wcCU4HveM3KgrBmXfLjDpzbkxMshFwulPimaRnSoBJeOTPOpTQQCwTH2l7Xi5u+22t1ezFAIlYgglzCQSRiEShiEiBmESEQIFTMIkQj/WZaHSseiQ8uiX7wcA5IjMCwtsIOq5FIR3rhimEP78DyP277eh/W9qM36CjFD4fmLBnv0GAHlnI/twZH78soixIdJcekocpN0BpbjcdEH23G00v7a5K7S2qFDm1pPnPNeZERGNIanR0Gp0WPJyiIUVSsgl4owLT8eeo6HTs9BzWmh0XPQ6jnTqy3O1tt2HPbET3vLiXPeTiJDxLhxYha0eg5L95Vj2cFK8ABmFiRAzFBQa1modSw0es70qull3M44O257yolzvgf6xYchJ06O0kYVHv/9KNR6FlPz4iGXMujQclDrhUmbRs9CreNQ2dzRY19alnN6jPaXNqNDyxLnvBVYjke/J1b42gybVLZ0oE2tIwv2VlhfWItbv97nazNssulkXdCoGDjKee9txbHKvh2IUNHcETTO+b2lLQD8Q02E0Bme51HXJgTV6ljb8z1C36OoVqh1Xdqo8rElBGcoNIxfoMuWBiIcz+On/Z3LjKl15JmJ0JmJuXGYmGu7ja1A6fo2jdPO+bu+P9BtW0qkDKsfmIpwWfA9G5Y3+e4+KWFoRIaKUd+mwVkL5bbIEDGmvrYR4IFJuXF4+dIhiAola9oEQl8mKcIxuXIdy6O1Q+dQNvW6QuChOfnYX9qM0VkxjpoY0PA8+qxjHhDGO+/Jldj08HSPrQUFlHP+9m/39/jdoqEkc6A3Hlx6CL8frPTZ8UnWrfdRavQY/L/VNts4Wq/80fkFCJUwEDHGkhGCYsX+0maotHrcPT0X/eLldilZEHrm/Q2n8Pqa4h6/31/qmCyMtXHjeR77SpqhHdxhJgAApglJREFUZTncOzMXmTGhZNwc5Mvt5/Ds39YfwA+Wtdjdz7T8eEzvHw8RQ5tLsdAUyps6cK5BidToENw+pR+kYvP3FEUFdRa1o9AUcMnIVPx+wP774OwBCab3FEXhsQUFSI0KMXwGaEMmBWV6BalB5yHyE8MRKmFsqrRYkhMnR3ac3KQokpcYjntm5EJEUwYVC8qkZmEqt0LGzmNcOTodxyqP291+VkGChUoMhevGZ2C8oe6mcfyMY9b13CPXxd65bkwq3lh/DttPN0KjZyEVEeeEv0BRFB6anYPFfxfj0o924OQLC3xtEsEBJuVEm94fq2wlssV+xn3TsrD5VBOu/2IPkUT3M2iKwp5HJmJ1cSueWibMR678dBeW3TPJx5YR+iJ9JSi4qlWNE1WKoKw9f+HwVFw4PLXTNo7joeM46FghuUjHctCyHPQsb3qvM7zX6TnouM7tjN9pdCzq2jSoVWhQq1Bj2+nOa6JalkO9IRDSEktn3arjNbh5UlZQjg2B4E+sOymc33FhUjQou5/X7uKNtcXAWuD4s/MglwaUO9YlaJpyes5sXNcJDw8HzwuqMjzPG15hUrhRavR4eWURWiwSD7afbkSHzr61w8GpEYgLJzXn7WJwagTWFQpStB9cMxIMDah1HCb2iyURr3YwNjvGq875+2bmon+SsDBKU8AcIv/mdSQMjXHZMdh9rqnHNiFiBmFSxrDITaNGobbZ5yurimx+v+xQVafPKZEyLLt3MuI9eKELROypAZsQLjVlblS1ujZuf3S5NuQnhuGXOyaSeoq9MCjF9qKqcYxYnketoueJ4Obieps1zgDgg41nOn2e3j8eb1yUDzEJqLALiqLw5hXD8eYVw1FYrcDVn+6EQq3HkLQoHO6h7tT6ojpYVCnAWifk8C8ZkYrXLx8GmmRZuUR6TChOPDcfHMfj7XXF+GjzGVCgoO0hc7RrOZV1hXX4aNMZq21t8dtdEzEqM7r3hgSbXD8hC9dPyEKdQo2bv9qLwmoFsuPkPaqEdI2uNs7/HWFwagR+/Nf4oMw26o3iOuH3Hh0qhoTcQ/yOraeFef1LFw/xsSUER+nQme9Z6dGhPrSE4AxrioQF3suJYqNfcqhCYXLMA8DDc/N9aA2hL9Pb2oqn+eXOCciJk0MsohFB5rEmaJqClGYgFQHosrzI8zxeWlGIL7adMzlunOVfU7IRLhMjTCqCiNdBLhUhMToCYTIRwqQihBteiQOOQOjb7DjbjDfWnwOAbo75S0ammhLXLBOkGFrI4LAsB2xZ2sRI13LBeo7HxH6x5LrgIt/sLMHTy+xP6nAGigJkIgavXT4U5w1N8eixgABzzp+qU5re3/NDd8mfv++djCEBXt/BWXaeaQRNU3jtsqGGaBMeHA/T+/0lzW533GfHy4migQ/4YONpfLTpDC4fnYYQMYMRGdEYlBIJLctCa5Cq17G8IFvPctDqWXRodNCyvGmx1p1UtapR1tROnPO90NyuxYUfbEd+Yhj6JYRBTNO4fWoONDoWWtZcZkBrGjfztqZ298vSFtcqUaNQE+e8FY5XteLKT3bhyjHpiJCJ8e+ZucIY6Tho9Cw0OkHGXq0TSg2odSwOOJBFby+bTtajXdMPUaHEsWIv7Ro9vtpRAp7nccO4NOw424x9NsbGlYd6I78frMSrlw0FDeKcd5X9pc3YfroBEhGN/8zOx2urT3r8mDvPNBDnvBtgOR4/7ClDq0qLhUOSMTglEkv3lXv0mMcqFahv0xDnvBVOGqSZm1U6qLQsWUTwM1YXCg5Czh03KYJXKWkylzVSavVknu1nbDsjBMaodCw4jieBl37GmsLO2bElDe0Ymx1D1GOCkDXHa/DUsmMQ0UI9cTFDCXWExQxkYuH1slFpCJeJwFBCoD3PC/NZtUYDjgdEIjE4ngfL8zhc3uJ0WTprcByP2DCyfuYILMfjs63n3NKXsZ9//j0ZGeHCdZ4ochEI/keopOf7e1O7ttN6nykr2+AnM2ZmGzO2YdgOwPp+AHadbcQba4ph/Do6VIw3Lh9GrucO8M3OUo8fIyZUglsmZ6OkoR3vrDuFS0amIj3Gc0HTAbXSsvxItc3vt56uJ855K5Q1qnD1Z7u8ftwHlh7GA0sPO7TPPTP64ZF5BR6yKPDhed7krPhye4lvjbHg0o92OrxPjFyCH28ahuRImQcs6nv8tLccZU0qlDWpsK6wb9Rjmff2Fof3CREzWHH/FGQHcN3eRe9uAwB8sc09D3+uMPVt56/tH183EvMHB1cA1WurT+KrHSUePYaYoUxRtMZJff+nVgmfLSSYnGFmQQJevSAPElFwBmRc+tEOj/ZPG0oV0BRlevB6e90pvLXuFADXx+/T60dh7qAkN1nrX/xxsBJP/XnMo8cQ0cLYmR+bgblvbTG9d2X8smJD8etdExEXIA/WufHme/S9PxzAlzeP9aE1BEdZMDAeK0/U45Ffj2D+4CQSgOJHpFjUvZz08gYije5nXDAkEcerlVh+pBrXj880lVsh+Aex8s7XyqeWHUeIRITLiBJC0PHcPydsqtr5ku2PzTSVUSPYT0mjCjFyiVsTV3heCO4nSr0Egn8yICkM8wfGY9WJ7iqlm07aVi51F38frsJNk7K9cixf8drqom5Kr/ZiWWrSWK7QvKYqJBbrOfcGpDe2azsl+ny/uxR7npzt1mNYElDOeWv8de8kDEyOIHWSbZARG4o3rxiGbacbLGp0GmrlUsCPezybueQIn209R5zzLkBRFFbePwXf7ipFTpwcKi0LpUYPPcuD43noOQ4sJ0TisjwPjuOh0rJYdbzG16Z3o6ldi5N17UHjnL9rej+wHGeofUxBqdFBrePAcsaxE8aLNYwdy/HdSgj0BTp0LA6XtwS0c/7IM3Px4cYziAgRoU2th1YvjBPLCePEGs4zPcf1yTEy8tuByqBzzj8yrz9CJIxT8ub2omN5AO6dPBrZUFSHtnnZiBVJPNJ/X+fXOyfg481nnZI4twfOVLfKM+P356HKoHXOXzwiFW1qHZ79+4THjiE8tHlm7EoaVShpaA8Y57yx9h4AvHzpUB9aQnCGlRYLTMQx71+ca1SZ3r9z1XDfGUJwirc2mgNzx2bF+NASgqNwPI8f93dO9rlnRj9cONzzcqaEvsfGh6ejQamBnhWe4XUsB7WOg0qrh0rLQqHW4YXlhahv02DB4CSEy0Qm5VGNVgue58GIxOAh/G1xHI+Vx/remlowcbyq1e2Kkue/v63H7968YhguGUkCewiEvsypunbsL2t1at8bJ2RiSl48GIYCQwly90Iih8GRbFXuvrPUvVREY2By4KtuOOuYB2ChTNB1Hcc7CnHXjsvAndP6efQYAe+cv+D97ab3f907ya46zcHIJSPTepw47D7b1Kkuq6dYvGgAchPCIKJpiBjjhU24qDEGhyRFASeqFKBpgKEog6PSnMlGUUKdoXalBhQFqKE2tTFizIqKlUuCUmpuQHKEQzUoW1U6rznnJSIan14/CmLGLB9mlBITWdzwjDe9DlU76pVa6GiNsM1QA4amzPVgKCpwxvjemXkOtd90sh6tHToPWWMmKzYUz144GGKagshi7IQxoMHQMI2J8X+dQm0eL7rz2DIU5dfnZoRMjMcW2BdE5C3nfFSoGG9dORxii/NJRJvPL+G/+VpqPJ9qWtWm6y3TZawoChbv/Xe8AKCwWoFrP98NpUYIpvAm8wclYVJubKfrl4gxvBrOH8bi1fIa13UbRQFN7e1oVukQoaYAmO+jtKEuFtUlAM/4SllrSwuPD5Zt0eWzMXrVl38Dr68+ic+3nQXHw+vjt3jRAEhFdKcx6jouIrrz9c/yv5imQdOG3z8NnKxpMwVJUhSFdqUKNEUhXMeYx8pijGhhmE1jYdmGsrrdylj7cOzqFGrc9OVenKlXQuPlsctPDMO14zJN8wXjOWh5L7I6bhbnqJihO51HxbVtpshuu849dB+r9g4dQFGgJLpu+3vr3Eu2yN4NlICDYIG3WLiY0T/eh5YQnEFskVAwsyDBh5YQnKF/ghyHK9tw6+Rsv36WCUYoAPFhEijUetO2B2bnkySfIEXM0EiOtJ2dfuHwVKvbFQoFgO4y5x9uOo1XV7lecmvt8RowNAWZmMHFI1KD5m+U5XhTiUBj+UY9x0FvCJ4Qgih46I3vOeH9u+tP4XCFc843V4gMIcGRBEJf58OtpahXOhe08/XOUnztgMT69P7xiAk1J9HcMDELg1K8r+7N88Yy1oZXg5qnUaafM6oJcpYlr6235SEkdwJmiX/T/qbPwKr/TAHHmfvXGRNE2c7JhnpjwqEp6VBIbLN8LWtSua1EiT18v7sMv+yvAAXg7SuHY8EQ9yewBYxz/sNNp3ttE0EyB5xixf1TUGCQ3PUkLywv9PgxLFk0NBkfXDPSq8f0RyJDxTjyxBQA5geMx347gp/2ul9RQavncNOXe93ap0REo/iFBW7t0184/L+5nT6/u/4U3lxb7PbjlDSqcOP/7XF7v6vuGYOUAFdGsJQr5Xke2Y+v8MhxWlQ63Ozmc8uSUZnR+O2uiR7r39OsPl7j9kh6e1l1vKZPqpO4A2/I8XIcj/c39j4H9BTenrt4i8WLBuC2KTkeP87hilacqFZ4/DjWKK5V4n9/HffJsT2Nq5Kn3+01B44p1aTutT9hqerXLz7Md4YQnGJjcaPpvThIHC6BxOHKNgDAkFRSStHfaOnQ40yDWbnijqk5QeP0JHiOrMeWu73PZyxUplpUOvxrqufn677mpRWF+HTLWa8cKzpUjGn58ZCJGcjEDEIlDELEDEIkDCQi2hTUy9A0xAwFrVoNhqYQHiY3JUAYk1QOlDV3Cr7PjQ8j1xUCoY/A8zxKGju8dryuMvm/H6z06HrZFZ/sxJ5zTR7rP5gwJgC9s/4Ucc7bomsE4gXDUjB7YCIWDk4iNz8XkYkZDEuPwuHyFgf2oU01dY30lthj7Wtr2UBCVYku7Snr33eVEjH2SQG4ZVKWbYMIVmlRaZ12zDO9ZBBYZvuYa8A6dSgTj84nZRCMOOOYpynzuHUdC8s6vZafrbV1FCGqMLicARtP1jm8D00BIlq4xxmrKBt/952kfyjjGHYeK1fHycjNfn49vX9WHu6YKkgVGSM9319biI+3lfnWMD/mxgmZXjkOTVM4/eICaFlhwmyUnh/6zBqvHD9Q8Vad3DkDE1H0/PxOUdZbiutx9/cHvHL8QGR8TkynqHxnuHZ0Cl5acwZjs2OIY97PsJxrXzfeO9dhgvuYPzAen+0oh1REkxq2fsjg5DAcq1ZCJibrT/5GmJTBlSOTsfSAIG3vq8BBQmBx+9QctziVb5yQaVrbNJagjAqR4HovPW/5mnmDkky/R6N6n6U6iVFNyvyZ6vLZvLYsFdGC6hlDgWXNmZrG7HuVlsU/R6rdXsMYAM4floL3rh7h9n4JBILj8DzQrtH3+H1cmBTnDU2GTCwE6MjENMSMEJRjVIw1qtk5fGwAk3PjnLbdHq4ak06c8y6QHCnDmgemmpQLAUAm8syzWcA45/ctno3RL6wzff7rcBXWnKjB6uM1WH6kGmOyovHjv8YTR72DqLR6PPLLEYcc8wCg1jkmTSqXMNj/1By3LUL0JCVFABqVGkx/bRPmDU5CfLjUIEliliMxOjZM23gearUWLM+DYkRgXZikGve9Y1oOHl8wwOWfJdjG+ZudJXh3/SlcNipdeDAzFF/hTLI0ZpkY4zbzAweHcKkIbTYmH9bgeIBjhXF7ZF5/3DMj1xM/mlWM4+tvaPUcrvt8N5KjZIgLM5xjJvkf83llHC9jLTtnJJ05HianJACseWAq8hPDTZ+D7RxxFoqiECLpfP8Znx1ll3PeOKk2junCIUm4bnymz6TCg3HMRQzdaX7H8zwuGJaCvw73XjZiSl6c6VxkaArPXTgY2XFyT5rrEMEwnl3nfvZmHObEy5EaFWKo5QkMTYvEg3PzIe3loamv/077gn3JkYKUvUrr2JyB0DeIChGhpUOPdjJ+fodxLqLRc+A4nkij+xnhMmF5TaVlfWwJwVHEDI2MGLPizNZTDWhUahBLSrsENDzP48vtJVh7otZUwo22cP4KpfpoQzk4ylR+01garnNfwqtGqwHPAxKJBOVNghpDQrgUw9OjTGttHM+jukWNk7VtdtnZk3SypXrY7idmITEiMFUHR2VGe0WRzRKeF9Zo9Ib/Oj2Hm77c45REfkFSOHgeuN0LqmQEAsE+aJrC5gcmYNe5Ztz+47Fu3zcoNfhqR4lDfY7JisbFI9JM5ZdBATpWKMNh+s8K/49XtSJEzODuGbkIk7rfPWtZvrovrC94Ant+rq2n6vHBxtOdymFvPdXQa993T++HcC8psAeMcz5WLsHQtEgcsbhRqnUclh8RIl/3ljRjxbEaXDAsxVcm+iWF1QosP1rt8eO0kwdYr3HRh9vRptHj1/0VPrPhTF07vtx+DkPTojAqM9pndvgbTy8T5Hc/3nzGJ8c/WdOGr7afw+isGAwmco098vm2s9hT4psIxRVHq7H9dAMWDUlGQoA+nHuLkemROPLEFByoVtsst7HtdOeJ3c6zjaho6eixlI5RvcDSeW+pGmIkVCLC9RMyiaytE1AUhXevHoE3rhiGyz/eiUM2Agy7TsxnvL4Jj8zrb/exrI0dAIzIiMYkD0dDByrpMaEoeXkRztQrMeuNzT22O1vfjrP17abPO8824nSdEiN7mVeo1WoAgFTa84L7deMzEeVi9rk/IxUJ151jlQocKGvGyAwyV/MnWjoEp/yid7d5fTGb4BrGcw8Q5pO3G1R9CP6Bcfwe/PkwLh6R6rNATYJztHboOn0e9cI6HH56LlGQCWCUGj2e++dE7w1dpK5NgzUnaj3Wf068HHIPOHf8jfo2DZYdqoRKy4IxyctTEDM0tHoOah0LjZ6DRs9CrRNeNZbbdda+E963qW0HPJ5bspBc8wkEP8SdKhl7S5qxt6TZoX1kYgb3zcpzmw2BAM/zWHaoChXNKpvt1BoNKAAyWc9r36+tPtnjd9a4Z0Y/PDLPuwrMAXP33lvS3Mkxb2T+oCTkJoQhJSoE5w91f12AQGdUZgz2PDELX2w/h6LqNhwoa+51UuIsnqprv/W/M5AeE+qRvv2RFfdNwe3f7EezSouiGvsidd3NusJarCt0z8PJmMxI/HD7xKBwYH107Uh8t7sU20839t7YA/x1uMquTFR76J8Yjt/vnhiQD5G3T8lBaYMKS/c5V/7BFd5edwoA8Ozf7ltk+PqWsZiWH++2/vwNW475nvhks3tq4nljsagnvrhxNGYNSPTZ8d1Bm1pv0zHfE45O4PsaEobGjsdnIs7Ps72+2l7i8D7ri+qwvsjxEiFdeX2N42Vg3MWN41Lx0CzfZtY8v8qciZVEAr38Cs5igYkEpfsfP+wzz7OHpkX5zhCCU2w6JQTnDkmNJE4aP6NZpcOn2zs/u90/K8+khkAITMJlYmx/bCZKGtrBcmYFQpYTVB9P1rThrXW+mxP2RDA6gnmex9PLjuPbXdZVBFxBLmEQLhMjIkSECJkYSZEyhEgYgwS+IGctFQmfJSLaJHHM88CBkgZcNSol6MaDQAgUPJG1bous2FBcPjodUhGNcJnIlN3e1yisVmDBO1t9bYbX+WDjGeKcd4btpxtw7ee7O237/rZxJGPJBSYuWY+qVrWvzXALdW0a4py3IFwmxo+3jzd9XnaoEvf/dMh3BrnI3tJW6FguKJzzC4YkY8EQIciouV2LEc+v9bFFznOytg3tWn1AOudFDI1XLhuKVy4bivo2Dca8uK73nfowxTVtQeecP12nxOw3g28iasm5hvbeG/VRlqwoxCduqO/or2hZDkq13i+d8xo9i/6LPROs6S8crPB9SZeCxDCUNwvPAWfqlUiJCullD0JfgbNQ8/jrcBXeJbVN/YrsWPO5VlStwPicWB9aQ3CWo5Wt4HmeOGv8CGsVJN7bcAoPzMn3vjEEr5IaFYLUHuY58wcnobxZ5VPVyahQMUQ0hQalFgCQEycPymsLz8MjjnlAUHJt17Ko6WUK/t/5/XH39M5lHhWKBI/YRCAQvMOQlHCMzvz/9u47rqmz7QP475wM9h4iooIDUAERVNxbHK1it3ZYbWtra/dwdGm3tn36dNmnU6tvq93VqnVWbbXugRsVFUVlyN6Qcb9/hIQEwggkOeck1/fTfoSMc65w5Zyc3OO6/XDosvkZ7z3bexvWmX/v9jiE+bnXrjcPhz4X55ZWCx2CYMLnbwAAfH5vAsbH2H6it0P0ilSrTUuiv3tbHHXMt1F8J19cP5EtdBhmvTAuCnf37wTd8h26NTy42nWhlHLdelClpboZ4Y62noa1nckqwdErRUKHYdbWZ4ahU4C7bk0QwLA2iPGHn359EXelQ5zKWqxKpcF2K8wMtIVdc0ci2Nulybw5C8YYDglU3r4pn9+bgKHdg8Dp10FCXZ4MeXOyNU4ZY1iTeg2X8yugkPG4cKNM6JAs8u/8UYbjrby8DBwAb28vk+MQHAxrX+k/P/VfMqSuuFKFZbsvQcbrrgOk1DH/6IiuuG9AZ5Pjj+PqvuyVl5Xq8unj3eC8qpTxDnGs7knPw/5LBYZ1PaXkt8cGIcTb1eizDmY//3jjf6Fbs1TOc2Y/G/XXNkIKN1p310UuEzASYinjNXA5DrRuucQEe9Ytp+HtRqW0pSY21AsnruvaITILKtEpgCYISIWrouFnnZYBPx3KRICHEqOig53y+6yzKK5UYUdarqEUOqDrDGZgrarCZU1FFSqcf2uCU0xGaQrPc4alenRrwWvr1oTXMKg1WsPPKq1W969Ga3js/3ZewLYzbWtD++lgJjQaBoWch0Kmm0WvrqlGWnYZhkW3x01UrZcQSZm16gT2ZxQ1+ZjTWbrv5u/f0RtdgjztEJU4DI8ManR5NK2WoUajBWMwVJxhAJhW97mprb2dMV1bq5bV3f7gtwcFq+JsqdfWncalvArUqLXwcJHh/kHhNvksdogerf/bazp67s+TWUjpE0qNSW3w2T2JZm/Xjx4R0nubz2L28K4mjU/Ecnll1aItURLi7YpgL1c6hhuxcO0pQUqmN6dLkAf8PZSUt1o/H76Kub8cFzqMBqJCvB2yYkFbHLpciGd+PCZ0GK1yZ98wk9keJZxuVoW3BGdNt9Zr607htyPXhA6jVcb3CmlyVrJco+uc8XZ1zE6a8mo17q5X/UoqYjp4IzrEyyEHCBqvvPfMj6n4d/4owWIhljHuPGK1HUtT+3cSMCJiCaXRmvPP/nRMtKUuiXklRsv/DXtvR6ONmkR8lDLzbUv673Jf3peI5F4h9gyJ2NH0b/bjmJllUsWisLwGwbTMkIFuEIVlbU6PDEebO+cz8ivwn63mlzn48UgWbpT2xIzBEW3aByHEfm6LD2m2c15v3q/HUValAgMQ7OWKibEhTjtoj+c5uFp4DtabOTgc8349YeWIbCOruApLNqUZfpfxHGba4BzvEK1J/7s3EY+vOmpYw3rn2RuGkpgv39QDDw0Vdt1GR6DVMjy08pBVthXgoUS/cH/wvG72kH6WkYyvm81XO8kPAAy36SZTcRjbM5g65q0g0NMFi2+Nxfa0XBh/nuirYRo3zKrVajDGIJfrOwcYjl8ttnqZkz3zR1Hp1BZ4blwkSqtVUGuYyXpX9bHa2zlOfz9DWnYprhZWWjWe44uSHbbjqC0m9w7FqWvFyKpdIsRMihrkTcsY/jl3A2qtuUe33qnXxlGHfBP6dvbDR1PjkZ5bhk+2pzf/BCuZOz4KDw/tAs4wY9o5q0y01aLJvdDRzx2ZhRV27aTf/+JoBHgoKX9t4OEix6pZSdh3IR8/HbqK7BL7LKk0qIsfVj44gHLXiMNX6hqol83oJ2AkxFLM6MLirr4dMaVPBwGjIZa6lF93jf7z7IECRkJa43KBLn/tfVzx6d20pISUmPvqNTIqCH4eSkQEeGB0j3b2D4rYzX/visdHf52HWsug0ejeDIYqc7Vtk7xRJSR9pSt9u6WhchIHqGpU4DjAxUVpqKaUU1KNI1cKTdrdtAy40cL2tAdWHMT6J4Za+2U7HMYYVBrdjE6VWosajRY1ai2q1Vq4KWT49dGBqFJpUaXSoKRKZfHg/Mh2nobKg7oqWDwqqlU4l6tbDm4sDeAhRFLG9wxCbKgXJnx2sNnHarQMi9adNvy+fEY/jIymZS0sdVe/Trirn2UDx5l+Fn7tz3su5GP6sgO2CdCMR4Z3QbCXK+4d0Nkm23eIlvqC8hp4u5l/KUKXIHIUWsasVkY7v7wGm061vmT+6gNXLH7O2TfH02xeM6b279Si2TT6Eqv6ZQLO5ZQi+b//WD2eQYu3W3V7jlr+K9jLtdHqFk3JLa1C/7f+sno8cYu2WHV7254djm7B0i8X5KqQ4bWUGIue8/nfF2yyZEGvhZutvk0AWHxrrEPMyOM4Dinxug6M55KjcPJaMW7+ZLfN9/vuprN4d9NZm++nMY8M64IFE3sItn9r8XZVGNYE/eDOeNz5+V4csMOSEklvW/98aok1cwYjvqOvoDFYw6CugRjUNRDPJkehSqVB9Cu2X3N+z8VCdHtpo83305ih3QPxfw8mCbb/5vi56wbcdQn0QFSIl8DREEsYdzDdN7Cz2VLNRLwURrN3+4X7CxgJaYvP701Ebwf4fHYmZdXqBrd9OLUPfGh5CafQJcgTH021zoCa+m1nhy8X4Lb/7W3TNhkDbv3sX+SV1aBHey+8e1tv+LjTexMArhVVYrCV2xHNGRkVhOUz+ze4vX6+CSHScu+K1GYf46qo61dgDJgY2x7DI4NsGJW4/Xr4Kp77WZqVRy3xekovTB8YbvP9OETn/BOrj+Lw5cIGty+c1NMm5QackVzGI2PxTVj0xyl8uydD6HAs0qeTL2Q0G6pV0nNLsfPsDWhUNZDxHNzcCg1rhnTyd8eVggqhQ2xUr1Bvw6hWZ1NcqcLPhzIh5znIZLyhCgUDEB3iJfr1XTydYIZ3lUqDnw5lQqtlkMt4wyh6qb1jQ3wcs7xeTAcf7H1uIN7ecgHrTlh/sIRYxIb5CB2CTfw0eyD2XsjH9GX7odJYtwqFWHi7ytHO2/GWLnBVyJD+1gR8uO08Pt1hvyoW9tYzVNwNeNvP5QOAYdASkSbqVJKeHWd1x14nf1qrXMqCvBzv89nR1a9a9v4dveHt6vjfSUnbbTqZhfTcMsh4HjwH1NRUgwPg5uYGngPO55a1eR+nrpcYfr5SUIFb+uRhfAytbw4A/u5KDOoagD0X8q263Y+n9cHk3qFW3SYhRHxmDeqIxVsvNvmYKpXW5Pffj17DKzf3hL+H0pahiVaXIA+hQ7CphE6++PTuBLtVdnaIq01zHfOd/N1xeyKt0WZNlTUau3XM+7orMLBLAAAYdVoZdVvV68FaeHNPkzWYaPRi66k0Wnzy13lk5Ffgj2PXhQ7H4M6+YXj39t4mt1GeTa07dh1bTudgnYjyNq1/J7xza6zQYYhGbmkV3tpwBmtTxZMjAPh2Zj+MiKKSTHrXiyqRllMu+o75gV0CsPrhASa3Oft5kTGGU9dLcCarRPQd8989mIQh3QObfIyz5bOoogYZ+RX44p8LQofSLEdeS9jbVY6SKjXaO+gALEdm/BUpzI+WipKaLoHu+OtcPiLbSb+ClDOjpaSk7/mfj2FibAjclZRL0rhzOaWY/d0Ru+939ndH8PPsgVRhBYCbUoZVs+q+DxdXqtD7tbZXdtyZlot/z+dBLuOgkPFQynnIed3PChkHLQOq1RqUVVRBpWFgvByuCh7TB4YjItCxO64IcRRbztxotmPenHdujXXajnkA6NPJr01tIct2X8Lr6083/0CBHLlShBPXilFRo7FLVV+HuNIc16sdNp/SrTcf6uOKNY8PRrAXNSZZU0ZeOUa8v9Nu+yuqUGHjyZaXvneVy/CfO3s3/0DSrD0X8vGxHddcbikqDdi0GrUWT6w+KnQYDcQ56Mzc1vpgyznRdcwDsNuIQLGrqFHjyOUi3PvNfqFDaZGJsbSunbHrRZX4YOs5/HL4qtChNEvGc+gcQDMj9TRahos3yjDWBkvm2EJKvGPPpLmnXyj+t+sK5v56HHf26yh0OMQCPF/XPX/gUgGSagc7E2kY1MUPX+3JxLYz4h4cSMwL9XHB9eJq7EnPw4RYmtUqJX71SoT37uhLHfOkWUJWajybXep0nfP/tzcDr6w9ZZd9/Xb0Wqued+FGOVY+0LD8PSFEfCpqNC163L4Fox22aqgQpNC/88j/HQagq8qeEt/BpoMxHOJq81pRpeHn68VVOJNVSp3zVrb/knVLBDXmo6nxJmuEs9pJbwyswW3GxvZsZ+vQnMbwyCCseigJuaXV0Gh1f/nyigpUq7RgMgUqajSoVGlQUaPGzrM3cLWwstlttpargkfaGxNstn1HopTz2PbscJy6XqzLGwM0jKFarUVljRqVNVpUqNSorNFgz4V8pFuhvFpj2vu4Yu+C0TbbvpS9ltILA7sGmM1RebXu2CqvVuP7/VdsHsump4ciOsQ5ZuO2VM9XN9t9n1/cl4hxvaiTva0OXy7Ebf/bY/f9nntzApRyvvkHkiY9+t1hbDmdY9d9Pj2mO54eE2nXfUqFcXXfvLJqBHpSiWYp+nDbeax+mDrnpcR43esDlwrQP8K5Ol6kTt/Iu4s65yWnrMp0zfnKmoZr0BNSX7dgT6yZMxiX8sqg1jBotAxlFZXQaBnkShdotFpotDD5V61luv81DJtOZuF6cVWr9u3n7nyzNn850roOc3v659wNhM/fYPh92Yy+GBVN7dWEiFFip8Ynk62alQRfN6Xol6OTosTOrZ95n55bijEf2G9Cx2vrTuO1dadxYlEyvFxts2ScQ3TOn7xWt/5Oz/beSOzsJ2A0jufktWLM+/WEXfb11A+pFj9n5QP94aqQWT8YJ9bBzw13fy38zNEqldbkwtbY6lkD0CuI1tI01i3YE8n//RtagSs5ZxVXNZo3Zy+f7iKX4Wx2KT7bKXzJ5vEf7mr0vpdv6oGHhnaxYzTCK68WphFOPyLT1n56ZKBDN/IfvdJwiSN7iHx5o8334e0qx/4Xx8BN6bjXOvbumAd0HZcfbjtv8/28kdIL9w0Mt/l+rKmDT11nfIATl+yTImY0ivmlm3oIGAlpDePZu9SmIT0h3i4oqlRjWPcgoUMhFnJVyOCq4A3ryj46oqvAERGhfbYzHe9uOit0GAZDuwdiUlwojl8rwrzx0TbrJBCztXMGG37ek54nijbL5gR40ABXQsSqo58bdj0zAEP/u6/BfXd/pTu/9Av3Q0InPzw0tAuCvOh4bkxmQQWGvrtD6DBs5lxOmc2+mzlE5/z9Aztjxd7LAIDTWSWIWbgZwyODsGxGP8h44coMOYpQXzeE+ri2ekSnrYl7RVlp8nFTIMjLBTdKq5t8HMeZr2RgD3ll1QB1zjcwMbY91h/PavIxQuYtt5n3lDNoychLOc9BLeAoi4z8csH2LQStliGruArRIV64VlSJ0irHmy1TWqUSOgSbqVZr4OUqh5er3CFzV1KlhlqrBeB4nfOMMRSU12BMj2DsuZDf4tJyUpJXViN0CBZb+o/ue9WzYyPBCViylbRNOK15KjlrjukGKvUL96N2DAm6UXu+H9yNKlZITWm12tAxDwDdg70EjIaIQZifuJaf2nU+D6+nxNByQ7V2p+fZbNs3x7VHt2BPeLrovl96uOj+96r919NFDleFDEo5j5rKcihkHHx9aDlHQqTIx63pfoWDGYU4mFGIL/65iI+n9QHP6ZY04TmA4zjwHAcOQHwnX6euNlelcrx2HL0Qb1dUqzRQa7SQy6xfNdMhOudfuqknfjtyDaVGs97+PncDaq0WMt7xGjLt7XxOqVU65kN9XDG2ZzvIeB4yvvZkxnOGTkItY3CV8+jg5wYZzyO2gw+iQuhLkRB83ZU4+NIYw+8lJbrqFN7eDTsVpy87gH/O3WjVfm5N6AA/dyVkvO4DTcYDMo4zvEf0DcK9Qr3NzrbWx0XqfHp3Aj69u/nHPb7qSLOd+I25b0BnKOV8g7xxHAcZr7sw4XkOMR18MDySZo7Ud3NcKG6Oa3q94vM5pW1ae3nm4HDwHAe1qgYynoObq4vuopHjIKs9rngOkMk4pMR3QAcnXnN+beq1VlVtaUx0iBdCfd0g4znIed3nnKz22DAcL7zudxlner/x/7zRcxQyDgqZ7phTynlMiguFQsaZvTBs6nztiIa/twOX8yustr2RUUEmeeA4XR6Nc8XX5tY0p7zhXGj8OIVM95km5znIZRy6BnkisbOfIb/N0efTEWfHnL5egokfN17Bw1JynsOwyCBDTuQ8b8gVx+lyI5dxUKtUkPMcXGvPi/WPR+Pc6vKnO9YUPIeR0cHw91DWbtNxO86GdvXHL6nZ2HA8C0+O7i50OMQCxu/LC7llkljTj9QZ1MUPv6Rm42CGMNVgSNu41C5zc6WgAr1CqaNGSupXiVm2+xI+uCtemGCIKEzuHYrJvZv+zm6Opd/F+r21rdlJMXrP/3wMvz46yOKYHNHc8dEY0j0QaVmlYNAN+FXIeKg0WlTWaFCl1uBgRiEOXCqweNstbSf77bFB6OZLfQ6ESFVuaTXGfHKgxY9/cvXRJu///N4EqLUM649l4fbEMPQN94OvkyxB0r2dl0Wl6tUaLbQM2J6Wg/zyGqg1DCqNbukXjZZBW7sEjJbpftcwo9tqf6+uroFay8DLFA0ep9HW/b7zbOv6rPSyS6oMlVoeGdYFCyZatzqdQ3TO/3kiy6RjHgBenBgNFzl9SFpDO29Xq2znenGVocJBU6b174RR0cG4WliB68WVhhFJxp1/PKfr/DOMVoKu4RXQzQquKC8Hx3HwruTgKpehU4C4Rr06Em0bZvf+ZsGaUb8/Nsikw0TOc6gor4Cc5+CtkZs0rBs3l3u7KaCwwcgmqWvLzPn/29f8caz3y+yBJp2NcplpR6TxbfoOLY6D05+/29rns/zfjBY/9sTVYjw4JMJMJ7JRpyPHgdd3Kteei41j1A+ykRrGGL7dk2HVbaZllyItu9Sq26xv7i/HAQBT4kPx+KjudZ+LHIeK8irwPIcqVJl8ZnLgoGUM7i4yhzm+MgsqrNoxDwA72njhbollM/qic4CH7viqPcb4ej9XVKjAc4BWrpuN50hf7ranWbeUvVrLsD0t16rbbIyc57Dp6WG661P99ajRcWi4duU5w7HnouDhrpTGVy/9+T23VJxVs0jj2nJdToQnxWspUqe0WjdriPIoPQXlplVufjt6jTrnic1UqTTILamGSqtF7zBfbDvTsmvi5TP72Tgy8cktrcL1oiqTNj4G4MClfLz9Z5pQYWFIt0B08ncHtFQZkhCp8naVI6GjN45kWmfi3+zvjhh+3nQqGwBavba6VGi0DMWVKsMkMA3TdahrtQxaBkOnOWN19207nYN3Ngp3/m6LL/65iMdHdbPq5BlptBA14+KNsga3bTiRjYeH0TpRbfHVPxfx1p9n7L7f1QeuYPWBK1bd5pf3JSK5V4hVt0l0HhgSbtOSUnq3fLanVc9zV8pw+vXxVo5G+u4fFI4NJ1o3c94St3++t9XP3TynH9r7WGdwkNR0DfLEoK4B2HMh3+b72ngyGxtPZrdpG0kR/vjxkYFWish+tAw4eqVI6DBabU3qdaxJvW7x8xzlC0K6mes/KXng20MWP2f+hGjMHu4Y17f6L6xSpNYyjPngb4uft2f+KIRKoFLJySzdsfXQ0C4CR0IsZbwkDpW1l57T2bpjbxhVnpIk/dI6wV7O+f1FyvQDK/Q60+QOYkO9Fm6GphWD6Q5eKkBSlwB4ujhEU36zsoorMfCd7TbfT69Qb7jIebjIZbqJI/Uq2zVWCe+/W89Bo1bpKhW6uBg6ohhj2HYmFwGeSnz3UBK8HbACGiGOwFUhw7f39Ya3tzfC529o07a6BXuia5AHyqrV+Dc9H6E+rphv5RnWYnTXF3tx6LJzVfwqKK+hzvn6nhoTiS2nc0xmqh3LLEL4/A14PaUXpg8MFy44CSuR6Pq0LnIenfxcdWvRczy6BnlgYFda960pZdVq/HDgCjRahmq1Fj8dysTVwkoAgL+HEi4yrnaEE1dXKqT2/8pG1hWJDvGCjOeg1uhGRhnT/8YauR0MhtJUDPoLXNT+rxt9xcCg0Whrn8MZHg+YlvR8+SbH/TBkjGHTyWxkFlZApWE4eqUQ287UzRrs4OtmKOOiqVcaprG8dQv2hIzjoNJq6xLCwSg5pjebxGMUly4fujxptY3czvQz+GvzCxhG2I3tGYJAT8eYIarRMvxyOBOFFSoUVtTgi78vGu7T50hXukdrKNGjrj0Wzekd5gMGQKXR/cXrH0fG1Br9DB4ZWO3fmeN0f3dtbT5g9LevnzNt7chGZnxM1tsdAzBnZLdW/W2EJuM5LJzUE6+tO93qbfi6KwwVH4yPCkurH+gfbsnz9LkwHFeMQautPS9yXF2ea/Mu4zmH6dgFgJFmljuxlL6Mad3fvekcco3c3pTGDlH9sWicP9PPvLrjT8Zz8HJVYLwDDTRcOKkX7mjDAC4XOW/SOGmcQ0M1JTPPM3etYE5L8qw7xgAYPtMY9G2thvNl7Wz6MT3aSWYdujFRATiTXYb9lwowZ6TQ0RBLKOV11aKOXCm0ynmS2M/k2GB8sftKq5cMI8Lq19kHBy8XY++FfNwU117ocIgFOvi6YuaAMCzfdxUArF6ZiYhTUUUN/jyRDY5reI1vfP3OzN7W8AKfMaCqqgqMMbi6FujaXxjw06FMq1RWe3CFbmDvpXcmOuTySozp2kCqVBqoNAw8x+H2xDBsT8s1lEBWa7XQanUzMI2vu9vi1HXbLJd5ragSr687jffv6G2T7RNC2q64UoW4t5vumFfIOChlPJRyHoUVur6yW/p0MFT1TejshzsSwxzyvNycJ0Z3x1M/HDXMlNd/nuqrGnO1FQUB/b869f9UllT3NXwm1zZcc3zj1ZL1fQ7G+8ivVy3JErcmdEDnAOsOgHeIznkZzzV6oXO9iMoxttZzyVF4LjkK/9t5AUs2SafcxKTeoXh1XAQA51lzt61eXXMSvx01X2K+fom3lrJlWedjrybDx13hdGsr17fvYgEe/f5Io/dfK6q0eJvpubabiXr45TEIsKBjQp9fqVt14ApeWXPS7H2tydGxq8VtDanp7S9Mho+b84zunjEoHL8cvtrqL+VFFeIeyPafO3rjprj2cFU4Rin7+g6+NAb93trW6ue35cLc1ngOWD2zD3qEeDrk51y/cH88PKwLvvznYvMPNqNarUW1Wrz5mzOyK2YMikCQlzQ65I2lXtWdD+eOixI4EmIptaZuYB91zEvPrnTd2rgPDYkQOBLSGgcv667RR0ZT5QOpKaxQGTrmAWDfgtECRkPs5f7lB3Ess0joMBo1vlcIGBg2n9KVvQ/2csFDQx3v86FKpUH0K5uEDsOA5wC5jIebQgZXhf5f3f+G25S632VMA1eFDD4ebnBV8HBVyMBzHHJLq1FRo8ZzY+lamhCxKa5UYd2x66iuqkJRZfPteX+/MFIS1e+EMDwyCKmvJgPQDbA6mFGIO79o/QQMsXv7llirb9MhOufNzRpMf2sC5LTOdJsxxuzaMe8i5w3rg9ef2WRuppP+NrmMh4znEOzlgueTowCIt7FWjF65uSf8PZTgON2MGxe5zHBh6e2qwKYT17DptDhmcIzvFQJ3F8fsZLLUgC7+eHNKDC7llUMp5+Eql8FFoTuGAjyUOJNVgi9a2elhbWN6BFu17IuU3NW3I4oralBcqTJ8qXOR8wjwVGL/xQL8cDBT6BANxvcKgbvSuY4vjuPw66OD8M3uS7pqBYzh4+3pQodlNc/9fAw/HsrETxJcdqAlgrxcsHbOYGxPywVjDFcLKxsdbCY1Wgbctewolt7VCzf1cbzOeQCYPz4anQPckVNSDTCG5XsyDGWBpW7pjgtYuuOCJJeR2HVBV5qOynBKl1LmfDM3HMGhK7rO3agQL4EjIW3hrnSIZjanklNSt250qI8rQpx0aTVn88nUPvjf3+mGKo1aQ5uj7n7OTEUt8xMj625Uq3RtkUqlrjqXRsta/X3feAmoxbfGYkJMe7goHK+dWyHjMal3KNYds3y5NgBI6OSLewd0hkKmawtTyjnDzwoZD6WMh6L2NmVt27F+xquc5yGT6X7Wl7Pn+ZZfQzn7hCFCpGjO90csWp531/kbcFXIdOuma+uqG+rXUDeu8qtlDCqNFhNi2qOjv3MtkbN0Rzre33JO6DCsavbwrlDKOHAch2n9O9lk0pNDfGswt+bj3+duYHSPdgJE43h6tvfG6Sz7zGBdclscokK80D3Ys02DK0pKqHPeEn4eSrx8c0/D71nFlcgpqYargodKzTAtsT1uiw+B3MUV1SotajRaVNaoMe/XE3aL8bmxkXhidHe77U8KOI7DvQM6G34vr1bjXE4pXBUyaLQMHf3dMTwqCDVqLWrU2tpZhlo8//Mxu8X4wrgoyZY8txalnMfjo3TvXcYYzmTpqkowMHQO8EBKfAdUqzWors3TuZxSfGLnzuFtzw5Ht2BPu+5TTFwVMsP79MeDVwSOpqEwPzeEeNc1EnIm5aCMGo0AaDQacABkcpmhQenVSXXnd0fUu6Mvenf0RVm1GqPe3yl0OA0kdvYDYL4kPgfO0J5nfL8+d2E+CvTv7GuXOIXA8xzuSdJ9jh2+XCDKgTGJnf1MyuPrSrWZ1s03dz/HweQzWkq6BrrjQl4Fhr23AycWJTvt4Dop4mtPIjUahvD5GyQ5OMSZhQe4A8jHC78ch4+bAskOtJSJMxm8eDv+nT9K6DCIBdp511W5uV5chfD5G/D3CyOsXrqUiEunAHe8c2ucVbdprrN28W26fZRUqVBSqUJRhQrP/pSKczktr1o4/7cTmP+b+fa3x0Z0xdzx0W2IWlgynsMn0/rgw7vi8en2dOy5kIfoEC8EeblAowVqNLoy941V2zpypQhHrhRZvE99B33dv3zd7zLzt+v/5wDdcpHVKqg0WmigW9KT53Tfz59PjqLlTQgRqXdvj8Mn29NRXVMDGQdsOHUDFTXml34F0Kq+jw+3ncfp18e3JUzJmda/E1Izi1BerTFZ+sV4OU4wmL1Pf/9hka1fn1tShQ/uirfpPhyic376wHAs/OOUyW2joqmMnzVcuFFut455AHj6x1QAwJT4UHw4tY/d9uvsiipqcPdX+62a62AvFzAAN0p1o9BHRwcbOh1aspaI8UO8XeW4O6mT1WJzJJ9uP2/VkWnBXi7QaBnyy2sg5zkMjwxqdO01c4zv9nVTYFp/ylu1WoMnVh3FltM5bd6Wj5sCni5yQzn8od0D4SLnoesaaniBo9aowRigkOs+7vWP0KeUQTfSvGsQNTzp/W2ldV7lvK5zblDXQAR6ujQ4/xkuSI3++f3oNfTp5AtXuW6AjYYxDOsehCdGdWvxCH5nHr1fWqVCbml18w9sATnPwdtNgRFRQYbOLkC/Rrxp7gCgsKIGO87ewOBuAVBpdGsgarQMr6fEIKaDT6vjcJTlPVrCWus96o+9XqE+6Brk2eDYq1HVgDFAqajrcN6VngcPpQyhvm5Qa3Qj4MMDPfBGSgzcnKyaCAA8MyoCj/+k+25lvIY5ET/jzwo/dxpUITX3J3XA13t0MyydbbaNI7gzoT1+OpLldFWoHEGQpxKLJnbHoj/PG25zpmW+nF1WcSX+s+Uc5Ly+amfd9T5reNlfd7/uP0NFTwaguroGOaU1OHrVftfwUlxCyRwZz+GpMd3x1Bjzk3JenNgDAFCj1qKgvAZHrhTi5LVihAd4GGawarWsdmarbgarRstQXq3GpfwKFJbXoFKlQUWNBpU1alTUaFBerbZJ1a7nfz5GnfMCKK1S4XJ+hWGwtL4ahpYx7Dx7A59sP4/JvTvoBlvIdJUS+kX4Y2JMCFVfdiKhvm5459ZYlJSUILOwEj8fzW7y8eN7hRgG7PCcrq2B5/SVNurWVec53cAduYx3yrbwAE8XfH1/vzZtY23qNazce7nubwsOey/m46a49nDRH6O1x7eqtlKNQqGrBM0YUKPRYsupbGi0DGqtBQvZN+K3o9eoc74l7hvQuUHn/NB3d0Ap15WsmRwfigeHRMBFTl+SWmLyp7tx3MZrGjcnItATm05mwXQukg5Xb5ZSn05+DnMxKpTrRVUWd8zHdPBG1yBPuMh5Q6lufYM4B90HE2o/oPQzyPSjSPWP2XQqG8cyi/DGlBj4uytrb9fnmDP6nTOMhDXuVKyoqAAAuLlVIMzPHT1Dna8zytKO+c4B7ugd5gtXhW75Ao6poZDxcHVRms2bLmemefv1yFWk55Zh8a2x8HJVNJ23y4VmO4QB3ZfYAE8lEjv7W+EvIV4V1RqLOubH9WoHd6XckCMXBQ+Z0QWg/m/LNZIjxoD/bj0HT1c55o3pAoWMg7u7u9kcoXZbf53JNexfvw3AtBEiItDDKWbXW+vLuf5C8O9zNzAhJgSjooPh46bQXcTrz5WGfOpyeXtiGGpTZDhvcgAOXS406WA0bgAy3Fb7W3m57rzo7l5juN04n/pGCy3Tncfb+zjO2llqTdsvvg3b0jIUlNfgYEYB+oX7I7lnSO2XMd1xyPOmueM4YNbQLobcofa+8mo1DlwqMBxXTeXO+B99zsorygEAbm7VhpJpWsYg4zkM6x5kUdlFsdNa4csTUHfspWYWoZO/O+LCfNDR393wBa+yshI8x8HD3d2Qv9saOfZOXCtuOLDGKIfGjbPGt+l+rmvU1R97jDFotbqZWpHtxFu2+kBGkeHnnOJqdAqgTkIp8qaOJcm5VlRl+DmruBI92jvfdxsp++lIFgDgamGlwJGQ1vjWaM15AFj4xyl8RBNGnMJDKw5ZbZCotfh7KOEi55FVrPtcGNuzHZRyHsFeLpg3PtompXWFUlyhwo2yKvAcB42WQaVhUGu1un81un9VGm3t/wzVal0He0WNGko5j/QbZaio7WyvqNagQqXrfC+v1ljUzumq4OHpIoeHixzuSjnclTK4K+vWmndTyOCmrP2/9ndoauCqkMHf2xPuShk8XeXwUMoRHkjXzvUVV6qQkVduUoXMeCJQWXk5wBg8SliD71G6n818j2a6R+rbN6Z9ta/ZOH49Ynqu/799l/FkW15YPf3D/fHTbMdcUtARaVrQBlFQXoPOtd+HDW0ADFAxLaCtfZBJewDDp9vPgwGIDvHGI8O6OFS7TXm1Gnsu5DfaNgbU67urVx2yfnu0/jbGgBBvV7wwLsqkneXxUd0aDJrTMoby8gpoGYOLqxtqNFqsO3Ydm0+1fVJcfRqtrv3NVhyic97cG9z4C1HaprMY3DUQvTv62jEq6bpSUCF0CPjvNss6HKlkY9v0DPXG7Ylh+OXw1eYfXOvktRKcvGadLzCvrDlple1sf244ugQ5fuehsY+mxuOpH1Jb/PjL+RW4nG+dY7yxsmqW+nZmP4yIctxqJ34eSswe3hWf/32hRY+31sVEUYUKC/44a5Vt6aW+Oha+7kqrblNs+nb2x67zLV9/qiU2nszGxpNNj8YViiN9fnq5yuHjpkBxpcpq28wsqERmwTX8dkR869g/Myay0ZklUmSLz+8/jl3HH61cv9LW9i4YJdrBMTfKdKPQAz2V8HJ1iK+LTqNKVVeS0RlnbEid8UzLEG9xnh9I82YP7yp0CMRC+eU1yCgwHVTRL9yxB5CTOl9O74vBi7cLHYaJgnLTpTq3Gg327xbsaVgWSuoYY+j9+hab78fbVY5nxkYiLswHLnIZlHIeLnLdZAh3Fxk8lPJWdb44c9U6S/V+zfZ5FoO2VM0j9ufnrsBzYyPxn62N90MdyCjAgYyCVm1/La5jQBd/9Onk19oQRWf6sgOiKz9vK4O6BpiZNmxdDtvaEubnhsm9Q9GjvTfiwnxorSgLpL6aDADYeTYXM5YfFDia5r1ys2OvpWsv79/RG+/f0bvB7VfydWuOSsH9yw9gWv9OhllrPUO9MdKBO30BICW+A1LiOzS4nTGGiAV/ChCR5WYsP4h546MNM3y93RS428EalOdPiMb8CabrwNWotYh8eaNAEbXOLZ/twR19wwDUzQ4dFR3sUDO79KX0Hly2D3+dyxc6HJsLn7+hyfs5Djj92nhJlPb2dVfi2MJk5JZWof9bfwkdjs39d9u5Zgczvp7SC9MHhtsnoDYaFhmEjMU3WX25FrEa+E7zjcD/vDBSkFnrJbUVRJbcFgc/D8cekOVoXGqXIQjwUFAHoQQpass1LprU0ykrgjmKJ0Z1EzoEYqH6Da+rZiVhUNdAQWIh9tfB181qA5ZLSkrw4Y5LWLa35RNfLPH19L4Y3cNx2rg4jsObU2KwbPclaBiz2kSS+kqq1Hhv81mnWwPa1k5dL8ZNH+8WOgxRWfbvJSz795LZ+wI9lVj/xFCE+LjaOSpSX/eX/oTKwsqLA7r4o2uQp2HZQ+O1092VckTVVsbjuLqZ4x183SXVMX/fN/utPllJinzcFDi2MNku+3LYzvmrhZX4bKdulmLaG/Th2xojooKx4/kRyC2pQnGlCkWVKlwrrMRHf51v/sl2NDySvjTZUqcAd/z4QB+cyy2Hq6urSckgfYlWfempP45dx4lrwi2JkFlQiXc3mc4UFqphW2gcx2Hn8yNwNLNuNJvxevH6n8sqKrD59A3suVRk3wDrWbIprcFtKT2lcwHTGko5j23PDseJa0WGskjGJbsYADDgUn45/rezZbPube1SXnmDY+y9zWcdZvZ1WbUaz/6YatEyBI5OwfMm5ebE7PjVIkz9ch8qajTNP9hJSCR10GoZ3t18tsUVRpyFUMeevmzk4G50jS015bXnP18qaS9J+kl7AZ60ZJsUKWScrvyyVgsXXvyDGkmdy/VmzStp7WHSBo8N7YyIYB/UaBiqVBqUVavhppChW7AnGAN2p9/A6gOZrdr2QysP4eWbeuChoV2sHLVw7h3QGfcO0FUCyCqubNEA1ubIeA5KGW+yPNWQboF47qdjSO7VTrc0p5yHi0JWt5xg7ZKdLrWz6mkN8ubxUmkoEIm8shoMeOcvrHt8CGQ8BwaGrkGeDrVMhVQMjwzCNqPlPVti38UC7LvY+Az6LoEeWPFAf3T0l24fBB3TOsWVKoTP34DoEC98M6MfOvjarqKZQ3TOG5fvq++DO3vTSa4NIgI9EBHogSdWH8W6VpYFdZHzqFZrm3+gGbOGRmBy7w6IDaOyMELqEeKJHiGeZks15ZdV4/FVR7H3ov1mmN7VtyP8PJSorq4GA6BUKk3WitWLC/Nxyo55vfBAD4QHmq8aUlyhwpM/HMXf527YLZ7bEsIQ5KVrbDSs0Wv0ua9f59fHTYGp/TqisrzMbrEJpVuwZ6PruP9y+Cqe/+WYnSMCpsSHor2vm+m6yWZyBeg6jsb3CrF7jLaSWVAhmo55jgNu6dPB5Jym0mix6VQ2pvbrCIWMB69ft54DxvUKQUInP6curbfu2HXRdMwP6RaIdt51I+I5DkjLLgFjQFJEADgOhjW6XBQyPDq8q9nqBM6Sz2q1VlQd87clhBl+1q9/tuHEdUyKC4WXq0KXO1537MWH+WJCbHur7VsMOdcP2PvhwBXMGBwhWBzEch6155ELeRUorlTBhzrpJUU/g+eJ1UcxqXeowNEQS+nzdzm/ApG1s6eINMSEmubrjQ1nsHbOYIGiIVLDGMO2M7moVmsQ6Kr7PTbM1zCZRct0A1E1TFcpcGJse4yPaQ8tY1j+bwb+sbBN5utdlxyqc75arcGBSwVwV8qg0QLfP5SEGrUWNbXrzNeotVDXTgband6yGZ0aLUOl1vR7of57fv01x5uz/okhVKq8ET3ae1s0UUOjZViyKQ1/nsgy3Ga8LLGzmPRp09UGHhoSYWjLrd9Xqm8fqqqqxLBu/nDwZgKb+fr+fobv3a/8eQFrU9u+FN7FvHJM/XIf/p0/qs3bEsqKB/rbZLvXiyqxcu/l2s9E3WehhjGsTb2OhE6+8HVXmkwoPJpZiIs3ym0SiyXSsktxKKMAHcxULLYWh+ic/8+WhmvqvjklBlP6dIBSxoMxBo5GfrRJQXl1q5/b2o55APhq1yV8tathOZifHhmI/hG0BpgYaLTMrh3zAPDjIdNRxt/c3xeje7SzawxSp2HMrh3zQMMvQe/eHoc7+3Zs9PHOd4luKqtImL/AGjMXpSdfGwdPF4e4ZGhSj/be2PH8CDy44qDgF4KModF1zlfuvdzgti/+vmj2sdP6d8Q7t8ZZNTaxenFiD8R08MFTP6QKHUqTDUenrpc0uO3jRqoSrZoR36DB2BG5KWU49moyFq07hd+Pmn/f21NjjXY/H255Y563qxzHF42zVkh2NSDcF/syiqjkogRVqeq+d7Vi6VQiMLVW1yo1d3yUwJGQ1gjwUKCsWoNOEp4x5azScuqu+9v7uOJ/9yQIGA2Rms92XsB7mxu2S1uTl6scm54ehvberuAd7AN+0R+nWl1JwBIBHkrkl9dY9JwOvm4IteGMSWcj4zk8MyYSX/5jvu2C6Hy923xZ/Ppc5TzS3pxg42gcnzU65gHgubGRuC0xrPkHOrC1qdcsbo+ztIKBPdmj/9EhWtqfHN29QQfuy2tO4uU1Jw2/r5kz2FCaRinnwXMcPFzkNJugBdJzS/FvurjW3dXPviX29cb60/imhRcJ9kQXy037fv9lvPT7yeYfaGfhAeZn9TsbxhieWH0U649nNf9gAUSHeEHuYA0ATYkI9MDKB/pjyJIdQodiFWF+ztNAzHEcUuI7oEqlwbxfTwgdjlV4uDhP9ScfdwXevT0OW0/noKxaLXQ4bSbl9aJTr+kGkAzoEiBwJMRSrgpdCdZuQe7wcqXvuVKzP6MIAF0jS1V+uQoAlUSXIndFXc7a+7hS+wKxyPSBnQ2d8yHeLvBQysDxvGF2YEmlyuJO4fpKq9QI8FA6XMc8ADw9JhLZxVUoqFChvFoNbe16f9rapf4Y000K0mgZ1FoGjVY3k77Uwu8L+eU1eGFcFIZ0C4SrQgY3fUn72p8VMo4m9tkBzwNhfm5OOWPe2qrUWoTP32D2Pqr40DJa4+nabXTfwM7geQ6lVSowoPa84lzXhAEejtNf9+PDA+wyMdghOue9XBW4+PZE/HAwEy/+br4xdsrSf83ePqCLP6b174SBXQMQ7EWzQ8y5YKPZg3Keq73Q0p0IV80aQI2AIvfDgSt229dNce3x0V3xTa7zJIbSr1Kw1Y5luu9IDMOS2+Ic8kujLdmzYz7Mzw2/PTaIPvOaIOeFvYDuH+EPP3eFSQlEjZZheGQQHhwS0WSjAZ0XIfhyRhNiQqDR1pawrM2dljEsmtwLXYPML2PRGH0+nYm7UiZY53zXIA90D/aChjHDsadlutvnT4iGi9w5Bkuoa0sz55RUw9ddKXA0pDXSb1QIHQJpBRe57vrjukDVk4h1aBgDD/ouJCWBnnWfdUeuFAkXCJGU7OIqDHjnL9PbSlpfdbQ5d36xFwmd/LBgomNdk7bzdsXymZaXUj58uRC3/W+PRc95b/PZZqschHi74onR3SDnOch4HnKeA89ztb8b/8ujuqoCPMfB20tTd7uMA89x0DIGrRbw81CgvQ8N+NFzkcuwe17Dst/12zEYY3h81VFsOCHOSSxi52ydwq1lzTXW41/favb2F8ZFoUd7L8h5HnIZZ/hXxnGICvESvP3KmoZ0D7RoqQsA2HY6Byv2ZoDndOdQ3b+ARgtsOyPcsqNKuX2OIYfonAd06z6mxIdie1quRYnbd7EA+y4WwNNFjpOvSbP0pC0xxuBno0Y5fdk+vfO5ZdQ5L3J/PDEEo//zt132teF4FjbU67B0ltLa1vbxtD6IW7TFLvv6+fDVBmV/T702Dh6Ut0ZxHIflM/th5vKDdtnf1cJK9H/LtBFhVHQwls3oZ5f9i11OSRWuFVVi9cx4KGQ8fL11JcX16wUeu1qEub8ct2kMBy4VmL191/k8/HkiC//3YBIdU404ea0Ynfzdsf6JIYZKSUBdR/mCX47h6FXbdnhvPJlt9vbR//kb794Whzv7Nb6chzMrrVLhXE4pvpreF3IZV9tJxRmOveySKty/7IBNY7hwo9zsoNR/zt3A8n8zsG/BaKco9d6rvSeOXSul0swSVKPRlbVPCvcVNhDSKp39dY339J1YmrxcZAj0VFKDuARV1NStTf1/D9pmvVXieKpUmuYfZEXHrxbj+NVijO4RjKHdg+y6bzFK7OzXbCdQlUqDU9eL8UfqdawwszScOdklVVavPPnPCyPRKYCuq5vy7tYL+O6gdcqLi9GaOYMR5qe7zmMMba6EQZMyrOfC2xOx+VQ2Hvv+iE2239SAoJvj2uPTu51zKR2NluGdP8+0eBkHW3hyVDdMjGsPnuNql4TjoNZqUaPWQqVhuJRXjohA21Y0c6iW3ad/TG1Rx7yrgoerQgYXOY+uQZ7w81Bi9rCudohQejadzMajNjo51RfgQTNzxK6zvzseGByBnWdzcTHPvusxeyhltHZmK3m5yPHCuCj8eviq3fPm6SK36khER9U/3B83xbbH2ZxSpOeW2X3/dP7VqVFrkfT2X80/UEBHrhQhLbsEiZ1tX15Jan45fBXP/3xM6DCaNPfX49Q534hBi7ejtErc5ey3nsnBfQM6Cx2GzZ3K0n0OLfjtOD6c2kfgaIglFLWVX/ZnFCE1swjxHX2FDYhYRD94ffqyAzjyyliBoyGWKq3WoLS6EievFVMpWYnRGM0bue+bA1j3+BDEhlEOSdPCAz0adA7rO8zWnSnEN7svoVqlRY1Gi2qVBozB4lLs5uTacHa+I1BptKio0eByfjkeXnkY2SVVVtt2oKcLfNx0XSkMgKZ2UCTP82CMgec4cJxuAgbP6WblDo8KMnTKksYVi/x7YFvVr+h8V9+OWHJ7nEDREGMynrP5DO2odrpJP/rmcY7jEOrjitnDnbc/srRKJWjHPAB8vD0dH29Pb/Ixfz451KZLFjpM57xWy1pUuplm3lpmRFQwHhvRFcevFmN3ep7Vt79oUk/0jwgwnJzSskvAgas7WaHuxBXm5+5QpT6kSC7j8eqknnh1Uk9UqTR4a8MZHL9aZFgH6sS14lZtd2CXADw/LgpKGQ8G3bpcxkse6J3NLjX5vby8HMFeLqCBgk3jOA5zRnbDnJHdUK3W4O0NZ5CaqcubSq3BmezWdQZPiQ/FjMERkHFco3ljAM5klzQo7Bjg4UIjh414uMix9B7daMmz2aVY+MdJVNTovsCfvF6M1i6DNGdYZwzu4gdvL0/Dmnf6HDHAJC9HrxQC0N0Po/t6hfrYrZyP0BQyDq+n9MJvR64hNbPIZvuZEBOCUdHBkPF1ZZu42i/v+hGbHMeBg+6LAs/X3gYOrgoefu5KXLxRd9wavz3KSnWljD2qeBhns2uQh8OvoZfcqx0mnAnBtjM5UGlaedC0wLu1S3fIjXJjPNJWnz8Zr2+Y0ZUs4zjA36Mud8YRNnaMl5VVwMtV7hSfc5/fm4j3t5zFURuWk+3o74ZZA8Mg4zl4ergbjjnd8VeXL31OOU53DHLQHavtvF1w8UYZzKXLNId1v0jx+lXfQRhCJTglx/ht2LO9E5w4HIx+9q69Z2MS64qsbYAl0iGvNwugezvLliEipL57kjrjnqSGAzo3nsjCi7+fgJbprj0LK1QWb/u5n4/htsQwa4QpKUUVNVBpGBhjUGkZ7vt6v10nn9wc1x7/vSvepDoKzV5uHbVGi9zSaqO2fw5PjgjHkyPC4e3lhdqv1Yb7GBhOXy9BjVo3GMLQpsXqrn0btHcxgIFh2+lcUZbG//FQJn48lNng9tHRwfj8vkSqwmNn793eG539PbD/Uj40Wob9jVSztJSrgkfqq8mSaw9ojcyCClSrtWjYqlzXt2d6K/DH44NRXKkyHLu645hBozU6plldJUz9spEaLUN6dhG+2G275Ze7B3tiWGQQIm18TegwvdQtKQWye95I6pi3kJtShrnjowEA4fM3WH37i9adbvFj/T2UNINARFwVMrwxJQaMMey9mI+SSjVKKlVYvicDZ7IsKxm892K+xWtFGTvw4mgEezt+mVlrcJHL8FpKDABg/8V8XM8vRkmVGj8cybE4b2tSr2NNauvLTm18aih6UMNxA1EhXvjh4YHIL6vGwYwCABw2nMjCuexSnM0pbfb5xpb+cxlL/2lZ+bbGjI4OxjdOUvL+0OVC/HMuD+19XJHa8HuS1Ww8md1o6XNbeWRYFyyY2MOu+7QntUaLb3ZdgpYxJHb2w76L1vkyZc7cX227rIE5W54Z5tCN/deLKvF/ey+jnZdtP8szCyrx6obzNt1HfUFeLjj40hi77rOtfNzkKK5UozMNopMcrdEoEW1rR/YRwWhqB8bc2ZcqrBBiT8Zl7Yd2D3SKRnQijAmx7TEhtj0AIL+sGiv2ZDQ7a8+cu7/ah1WzBlg7PNE6lFGA2z/f26ZteNS2b0/p0wE+bgorRUZaY/qyA9hzIV/oMETpr7RcVKk01DlvR4wxbDyZhf9uO2f1bR99xTk65v84dh1Prj4qdBhW1S3YE5kFFViTeh23JXSw2WQnh+ipZowh6uVNTT5mUNcAdPCl2R+tcfJaMW7+ZHernx/bwQesdtSMbsRL3Rgakxm2tT8az8A1fsyLDtypIFURCza0ekZvfS5yHt2CPQ2zRw2nvCZOfhqNBoO7+CHQ08U6QTiJge/8haxi65T28nNXINTXzaK8AUCfjr7oFkwzEsw5cqUQt37W+sEq9YX6uMDPw0VXXq22MoluJHLLLiyeHxdltVjE7o42fuFviS5B9dYrYmZ/NIsx1ugFof5WjVYLDgBf+2VOP/v+7qROrQlXMtKyS/HRX7btdDXJXSPJMj+jmhnu01UEMhpBbPxADg0GGWs1WiR08kF4gG3XuRLa8z8fs3kDTZcgD4DpjhEAkPHmGzzq59D4WrV+7hqMCTczIvzlm3q2NmTBjI4KxG+p2dh7IR/T+jv2ucPRGDfk7b2Qj5HRwQJGQywV4KHrLPh2TwZeGBcFD5pYIEmHLxdiYNcAocMgFujoVzc4cNf5PDy88hC+nN5XwIiIo7pWVInNJ7PBccBrFkxWqm/Phfwmvxs6mh7tvTEqOhhHrxRCo9XNolRrtdBqgZra0vLNKa/RYOEfp7Dwj1Mtevzc8VF4bES3toRNGvHk6O64eENX9cDQX6Ct/YnjjNqZTfsMzFXqNNxnpjpkfSUSKJ1/a58O8HKlwSP29NuRa3jOBssjrnygP9yUjt8xDwDDugdiSLdAXC+ubHhnI22ejbWzNMa4ogagaysDdMtK5ZfXWBZwC+gnVG05nYOb49rbbJCFw3zba+7DOCkiwGkuWqwtwLNlaxFP7h2K9+/obdJJp19rhzimod2D8M+5G1bZ1vbnR1g8gEZfQqollTNInaQI/zbNeDe25ZnhCPKiwRHWZO313395KAGhQbQ+eUt4ucitsg6gORNiQvC/exNtsm1jzlpaL9jG56GfZw9Ev3D7H0f6fDr60hKxYT4265z3cVNg/4ujDV+mnPUYscRvqbovon8cu46Pp9Ga81J1Od9+pV6JdZQaNRrrl5cg0nPiWhF1zktM/RmKW07nYMfZXIyMogFOxLrG/OdvVFpp6ZJ3NqY5zSQmDxc5lrWimh9jDDUaLapqtNh4MgvzfzvR4ue+u+ksDmcU4ov7EiGnWcxWNaBLAPa9ONrktvrf0VQaLcZ9+I+hE1+qQn1cdUun8ahd6o7Dg0Mi0DXIs96SvrqJNPEdfYUM1ymN6dEOsR18Wr1ULwD0j/DHT48MtGJU0uLrrsR3DyXZdZ/G54wfD17BvF9bfn4XE4fonOc4Dh5KGcprGr/A+e+2c+gX7odB3QLtGJm05JVV4+6v9uFcTuvWn/7j2HX8ccw6HX71HX1lLPys3GFFdM5kleDer/cbRhnNGhoBGc9j78V8HLPhmsv1lduoQ8xRVdZo8MyPqdh0SteAnhIfilBfN+QUV+G3o9fsFgetidm0iho1nvkxFZtP5QAAZg/vCgD4/O8LdotBvy4XaZ6tOuYBoKgV6wmSlsvIr7Dp9uk4sq0MG64XWVxJx56lHh7cEV/+a8O1PYhdtHQmGRGPqX1Dsfqwbl1UKrkrXbvO5+HhYV2FDoNYKCLADZfy62Z87UnPo855AkDXZvZveh6CvV1r175l0GoBDWPQapnuXwZotQzlFZX45WgWLuabmT1oZbcmdLD5PqRMo2X4etdFnMkqQUWNplWDIv5Ky4VayyB3jsmvoqLRMsl3zAPAdTNVSz//+wJ2zxslQDTEHB93Bb6flYS4RVtavY0Dlwow9oO/Deuka2s/FwzVoWurO/h7KvH19H4I8aGlea2pvNq2fRMlVSqaOd+c11Ji8HwzJSh2nrtBnfNNSL1S1OqOeVvq0d7bacqACGFN6jWT8h9f7bpkle16u8rh76GEv4cSDNB9KNV+keng64b37ugNbyrV02rXiioMHfMAsNZKM+G9XeUI8HSBn7tCl7fakmFaxtA92BNv3xoLd6XDfHTYXGZBpaFjHrBOp3yItysCPJVQynlodXW9oGW6Ly9T+3fE9IHhhsfqRxKSlslYfBNeX3cay/5t3XkwsbOf4Wd9WTXdz0CFSoOUpf8abtCdF3UNO/GdfLFoUi+Hnx1tS/0j/HH0lbHo88bWVj3f112BrkG6pTbq5w4A3tt8Fu9uPmu4UWv0hWvuuCgqHd1GX9zXF5tOZmP2d4db9Xz9sWe8hIDxsjtTv9ynyyljUGs00DKA43gEe7vgw7vi4etOA0CNTY5tR53zEhbgoUB+uQqpdhxkS6wj0GgwerVaAxfqDZCUO/qE4Oej2c0/kIjSQ4M64qV1devNhvm5Y8WeDMPMxqSIAESFeAkUHRHC9rQcPPDtIaHDaNT4D3dZZTuvTe6Fvh10VSy91bq2Hp6vq4ZqWL7Q6Gee4wzL5qH2PuN6xe4usjatma3SaLHoj1PYdiYHGi0z+V+t1bUrqjRtqzDj666Ai5xHTkm14bbnxkaipEqF3NJqTIxtj3G9Qtq0D9J6rgoZMhbfZHLb5fxyDH9vpzABtdGLE6PhVtu5Nz6mvcDREGOVNRqczS5t83bO5zbfp3a9uAo7zubS0nEWYozh612X8PvRa4bPJabVdcjL5HJw0FWdMCzjaoTjOBy+XNiq/QZ6uuDQy2PaFnwzHKaHZc+FPMPPE2JC8OLEHnBVyOCi4OEql0Eh46i8ejPG9GyHD+7sjWd/sv46G21xJqsE0a9savZxe+aPQqiFZdEJ8NCQLlCpWas7oxpTUqVGSZXa7GzGk9dKMCU+DxNi6YKktboGeeKdW2OxwIKyXC2hz5u5d8Op6yW4s29HGuRkgch2nlh8a6xF5dOak11SheyShqNvAeDVtadMOueJ5V6d1LPV58PWXvCdzirBvUmd0TOUymy3hZ+HEi9OjMbbf6ZZ/NyiClWr8/fkD0dxYtG4Vj2X1Bkf0/rGr9Yfe8D2tFzcmhDW6n07ot+P5zT/ICJKWi1DfrmuWsQ9SZ0FjoZY6tCVunKa1DEvPfqO+Wwzs+SIuFXUaEw65gGYXZe6fkcRcWzBXs4xs7Gla7Bbatuzw9AtuHUDWvLKqvH9/itWjqiOnOew/8XR9FkrMV6uCni5yk2WAZIK4zaKV9bqjrnoEC9senqYUCER6D7/B7zdfJ+TOZ383fFcciQUMr72fw5KGQ957c8KGQ+lXHefvHY5Xhc5j2Bv5/hssaYajRZv/XnG7vv9ZbbtlypwmM75C0ajUzaezMbGk7ovRkO7B2LhpF7wdVeAg272rq+7ok0j+ByZ2DrmLUE5bZ3Z3x1udaN2Wzz6/ZFG7zv88hgEeNI65k3ZcjrH6h3zLXH31/sbve/EomR4UTUEE9vO5Fq1Y74lwudvaPS+f14YiU4B7naMRprC/NxwtdD2pQgBoE8nXzyfHAV3pQyX88vBgYPxWEKOq11/TP9z7ThQfXks3c+1s70ZUFpWBTAGT5UcLgoe7Zzswn98r/at6pxvrRfGRWFkVDAy8soN+TGsHWf4t/H86XMH1M30ZrXlzwKd8HPw6THd8eG283bb3zf390XXIE/DsQfAJH/GuQN0+dPXVTDOn/EsfcZ0jw/zc5PswOBT13UzBx4Z3kXgSIiljN9ycWE+wgVCWiWjQHftEeZHA86l7PlxUUKHQCykkDX8vJ4+sLPJ53tbBhESaYrpQJ+jbVFQ3vqlpdr7uOHka+NQWqWCRqubJT/y/Z1Wi00h43HiajHclDJ4KOXwcpXDy1VBlexEzt9DiR3Pj0DfN7cJHYpVpGWXmm2/W//EEDr/2MnmMzda/dwrBRV46odUw+/BXi6YNbQLHhgSARkvzXYAaygsr0FJlapB25i+baS5trH6bSv6+399dBB+OpiJHw/Zr8JfkJft2+QcpnP+ngGdceyX4w1u33U+D2M++NvkNh83BY4tTLZXaJLy9wsjcOBSgaEakULGgQMHlUaLarUWb244jSqVddcvnBIfig+n9rHqNknLfTKtD1buvQwfN90IxG/3ZCDdaLCLjOcQEeAGlUZ3QVyl1qJapUGVWguNtm1lpBrjzB9iLTW2Rzu8ntILBeU18PdQ4mBGIdYdMy1tHx3ihRq17titUmlQrdaiWq1pc/mvxvAS7YSwpdHRwXgjpReKKlTwcJHjk+3nUWi09niP9t6oVmtQrbJPjuRmGp5IQ7vnjUJJSQlOZ5Vi6vJUm+7r6JUi3NPEoJe2WjajL0ZFt7PZ9sWmU4A7MhbfBMYYFv5xCiv3Xrbp/t7bfBbv6cvd28DxF4fabNti9PSYSDw9JhJZxZW47bM9Ztfos6YHV9iuVOlzYyPxxOjuNtu+LR27plsSparGtmu3EeszHhBSUaOhQZMSox+sZa8BgsQ2ugd7Ch0CsVD99odXb+6JB4ZECBQNEZNlM/pi2e4MQxldngNulFWjrEoNlYZBrdVifK8Qw3r0VVXVYAAUSiX2XyzA3ov5Qr8Ewdz5xV7smjsSHf1bNznA00UOT5e6bovXU3rhsx0XGq0iqMdxpstbmVOp0uD2z/c2+Zgv70tEMpW1F50ADyXenBKDf9PzTAalXrxRjjQrlCYXg5s/2W3yeztvF6ydM4TWKbeBKXHtcCa3Cj8cbHuHb25pNd7684zZGd6DugZg1awBbd6H2GUWVGDouzuEDqNN3r+jN25PtF9lRYfpnC80WjPbHF93hWFtnFcn9bRPUBLUOcADnQM8zN63+VS21TvmAeA2O77hSUOhvm7IL6tudC1sjZYh/UbD0vS2Mql3KP4+dwMp8R3stk8p4nkOnQM88OraxkuQ2fPC9JY+HbDrfB7NKKiH5znwPIf/bD1n9v4zWfZbE35S71BsOJ6FB4dEgKcBMM0qKK9pc8d8oKd+7Vjzf29z41n0DQlNjXXhjWbx6h+nHxzDmO5zWibjERHoicTO/paG7RB2nM1tU8e8u1IGd2X9MoeNJ6WxfBnfzIx+16/TqH+McYeablQxMHOQczYKqzRaDHxne5u2oTv2zCdFf4xwXMOZMc2NMas/ypvnGuYO0L1/pvSR7nXMzTHB+PloNradycVrKUJHQ1rrTFaJ01VPkbr4MFrexhGkZhahSxB10EtJ/UHm6TeaXzeWOIdR0e0sGuhcUqL7fu/trTufp+eWoaiiBup6E1v07zhz15HG70Z9R7OW6Tq7jXWoXdaTGfVE62YemsbEYHpDw/sBrdb4+rj5x+v3Wb9KlPFvwyODrHYdUlRRgwu5ZRgRFYSiChU2nco23KeU8fB0lUPLGLRaBi0DymvUzXbQN8ceMyad0aaT2Zj93WGhw5CUnJJqnMkqoc55G+A4DpN6h1qlc74pwU5yPgnxccU9SZ3wz/kbulnvhuqQtdUHYXQbdOdrY/rPkKZO33XbrN+uU/esvLKm+4mb8vzPxxAX5oPIdq1blsVSDtM5PywyCO9sNF/GlEpkW0dyz3b43z0JTZYjt8Smp4ciOoQaIMSgX4Q/fj58tdH7O/u7Qc5zUMhl4GpHCwO6jvvCihrklFRbLZZ1x65j3bHrGNo9CP4eyuaf4MQ6+rnBx02B4krz5cI6+rvBRS4DzwEynoeM132IabQMJZUqq85I/P3oNfx+9BrS3hgPVwWt22WsqQ/0EG9XuClltZ09ulkb+hxdzCu3ahz6Yys2zAcDugRYdduORqXRYsuZvDZvx9wFYeqrY+HrbrtzW/0GIWdUWaPBA9+2bUZ0RY0GFfVmDT86oivmjY9u03Ytpc+ns9BqGdKy2j6wzNyxt/npYYgK8aJjpAX06yYvmtxL4EiIpYwb6OmzXnq+3K1bX3dAF+ccWOcoaJC59FSqTK/5+nT0FSYQ4nC6WbGSRrdgT0OVy+kDO+P1lBirbVvs18cfbjuPFY0MvK7RaFHQzIQ9vXdvj0NkOy+4K2VwU8jgVjsg21UuowkMdkJL9+icf2uCYRIpxzUc6ELs43R2Ge5ZdtTi5y29OwE3xbW3QUTSppDxeOuWWLvsS/+5deeyVKtPTnxv81l8Mq2PXfo3HKZz/vjVokbve/H3E+gW7FlbgoiDjNf9z3GAjNP/zEHGATXV1eA4wN29ELLaxxvKF/EwbENfzojnjX6ufays9rbKGg1UGi04jgNjutEgGsbAGIOHUo5R0cGS+vDnOA4TYtsjY/FNDe6b/+txi0cZeSgd5u0nKsWVKqw7dh1KGQ+lnIeLnAfHcdBodSW3tIxBrWG1v+v+1WgZXprYo/Z3LdRa3YhT/f0VVdXQaBl4uRwaLQyP0WgZNp7Mbj6oFnrn1lgwBvQM9XbKjvnc0ipsPZ0DhUyXN5fa9a70f2u1hkHDjHKn0eKJUd1McmmcQ43GKMfM+HcttqflWiVmngPeviUWWqZb29SZOuYZY9h1oQAF5Sp4e5ZCxnN1edIyqLRaw+/640ut0ZrNlVpTL3dW7Jz3dJHh5Zt6gkE3ipEa65vX/aWNNtv2L4evItDTxeR6QT/7VneNUvezybUFx9Vecxg9tt41CgcOpWXlYIzBrZTpzvdahnberoaZFY7un3M3MH3ZAZtse9X+K4hs51mbE10uZEY/N3atyNVea9blzugxvOkseq22bk0tjZahpLQMPds7z+y76csOYHd62wfGmPPzoUzEdPBBVVUleI6Dh3t548cbX+87QCPHpvGxp2W6Y04/Qlyt1cLLVY5uwfYZcW0Ls1YewolFyVQaXaLe/vMMFk3qJanvm87O1113rO27WIDMgopWlwImwtp1/gZGRAULHQaxQP2Z86N7OM+SUEQ6tj07XOgQbO5KfgWGvWe7ksjhAR6Ip8E3gorp4GO2X8HaA0SOXy3C5E//tcq2bEHf5uSq4JH2xgSBo3FO3+zJxEc7M1r13Pc2p+FaUYVJu4++f9G47UBmpo1If59Gy3C9qBLjeoXAy1UOd6UcSnnD6n5SUVRRg4t55ZCbaUsBdO1b+vYSfduJtra/VF/1xLj/VFvbh6rVwvSxtf+WV1ToJnfYoGrw1tM5iH5lE/YuGIX2PrZtS3WY3tF/zjXekLf5VA42n8qxYzQt83pKL0wfGC50GFbxzq2xePGmHiivVqOqdu3kKpUGlaq6tZQrVRpcuFGGpTsuIKaDNzU22Mic74/YrGG7tYK8XHCjtPnZ9Qt+O2Hye3xHX6yZM9hWYYnOLUv34FqReNaY7ODr1mw8WgbMr5e3od0D8X8PJtkyNFHYefYG5vzY+LIC9hDs5YLcZo6tsmpNgxwBwPbnhlPJzUbMnxCND7acRY2mjbXwzHhzQ8P1p8TqvgGd8cYU683IsIe4MB/06eSLY5lFDUpktVVxpQrP/HjMuhu1oXWPD0FsmI/QYVjk4WFdcPhyYYMZbNbw9e5LVt+mrQR4KHD4lWTB9h/dzgNpOboBYrvO52FiLM0KkAqN0Ylv5d7LeHpMpFMOeJWqTkazye78Yi/2LhgtYDSktZZsOkud8xJTVqU2/Bzm5wY/dxqURoi9HLlSiFs/22Px8zgO8HZVoEd7LwR6usDLVQFvV9069Z6ucni4yOGhlMPdRQZ3hQxyGQ8Zz+HktWLIeA5yvm7ynlzGw0Mpg4eLHAqZdDvHHM3RK4W4pRXvDSlJ6OQndAhOy9u19d2iGfkVePtP8xW8LWXcRhjoqcShl8daZbuttTb1Gp76IVXQGIQm5zlM7h2KQDtUYpds5zxjDOU1GhSW12DvhXxsOJHVoucldvZrdMVQjgPUao1uxoxMVrufuhUL9KM3DE0eht+Z4bH69pBqlabBrMfeHX0R5usGjgMCPV1wZ9+OLX/BIsdxHLxdFfBuwcyapIgAuDVYx5VYy5Lb4/Dp9vNQaRhq1FrUqLWoVmtQrdbNmtfPBpPxDWd/yfi6mZlA3fu/pqYGjAFyhdwwwkl/H6sd2fRXEzOxW9Ixb84FJ1vr7duZ/fDN7ktQaxmq1VpUq3R5q1ZrwMGo4gfPGWZryngYVf/gDGuS6dcBM/zLUJc7tCxvrR0ocPGGdcuxi9WwyCA8OSIcF/MqwHgZatS6gUgATEZOGh9f+pGDAExGDDKj0X9A3WjAc9mlTS4/0FzHfFPql+wmdWYP7wpXToNFf55v8nFNLSvhCKS4ppmvuxKrHhqAfm9tQ1m1usnHervKUVLV9GOkzN1FetdawyKDsPbxwUj+7z9NPs7Rj72IAGEHsAZ7uRg656ljXlpkRrPkh3YPpI55iekRUjdoctPTwwSMhLSGnOeg1jKkxIcKHQqxUInRNePVwkpELPgTF9+eSJVHCLEDWSvLeTOmGzy972KBlSPSWTtnMHrTLHu7S8suMSyduu9ivsDRWJ+LnAdjuu/qv8weZNWlL4hl7khoD4WMw6sbmm73a6lQH1fwvOmMcf3PHOqq9HG1v1eqNLiUVw4PpQyVKg20DHhiVHerxNIWjv79sSVtSeN6heD9O3rb5TpQUp3zjDE8vvoo9l8sQHFlDVSNzGjzctWNjutc27BV29eBu/p1xG2JYU3uQ+zr7DiCYZFBQofg0Dr4uuGdW+Osus2WHBfh8zeYvf3hYV3gqpBhzdFruF5UafgwenJ0d0zp0wEucl35fQ+l3KRB0Rl1b+eFxbdZN3fNaSxvjwzvAhcZj58PX8WN0mpD6d6XbuqJ0dHBhiUT3J04bzKew0ODdIOsbPWZ8cOBK2ZnvY+MCkJsmC+uF1Xi96PXDOWyfd0U+OyeBHTwc4NSxqOmshyuChn8fKU1e1YMmuuYB9DoBZ2+DL25dgYOHOQyDuEBHobHGj/P+HH62xjTLaMj44DIdl5YNLlXo0tI0HUMcCa7pNmOeQCNdszrB9bo6Zdw5jkO4AB/dyX8PZSN5g6oy5/+Pv2AnQeHdLFobTJnzOeyFsxwb+rYMywnAM6wRIBxudqOfq5QyDjDQFz98ww/1xvGq1/GysdNgf/c0RsBNh49rc+5kB4b2gn/pOsaOn86lOlQA4odnfF6lbvOi6uSFmneiO51a83/d+s5LJrcS8BoiKWGd/PHX+fysXhjGh4e2oU6diUkIsAdS+/shTk/1VVFe2PDaSycRMcgIbbWu6Ov2TLnAFCt1mBt6nVUVKvhqpChSqVBhUqDQxmFKK5UIbu4CqVVKpRWqw3f2axBKePRzlt6A9Wl7kx2Ge5qxfrfUlKt1gIAaiq0+OfcDeqcF9h3B69bZTvdgj2x+elhDtE+PrR7UKPnZGtijOGznRfw15kcaGpL2+vbPw2PqW3Pafhc4FpRBSprNEDtEoMcV9eWY1hyEGjw/JZM8thwIgvv3BbboknIbSWpzvmSKjU2HM9CmJ8b7ujbBX7uCvi6KeHrroCfhxJynkN8R1+TRglCiH1ceHsitp3JwSP/d9jk9llDuyDIywXPjo0UKDLSlKPzh+Cf9AI89ctpk9sfG94NPu4KPJscJVBkBACm9u+EUT2C0f+tv0xuH9I9CA8OiQAAvH9H70afX6Jt/cx6Z7fv+UHILKyEq5sHajQafPH3RWw5bX6JnD+fHIqeoc7TeSp2CZ388O/8USgsr4FGy1BercbdX+83+9ikCH+sfLA/XOTSm2XuqN66JRb3DwqHRstQo9Fi+5lcfLoj3exjv7wvEcm9QizavjMOeLDUHyfqquoEOPjIeUej0mgNP8sdoHHI2Ww4dcPw80NDIwSMhLRGTlmN0CGQVioor8ETP5suV7b83wz8dDDTMMMNujGahvZGfbOj8ZnWcJ/hd+Mtmn9eY4NzG9t23e/mn6/VanWDFXm+ydhgQfz1B53CzHPMPq+J53P1bugd5oPXJvei9lxi4oWfj+OPY5Z3ngV6KvHs2Ci4K2VwVfBwVcgM/7spTG9zU8gkvc6zI4kM9sATo7ohNbPI5HbjzjVrL+P65X2JCPJyqZvVDP3sZt3PFRW6amJenp61k2IA6B8DNHievhpt/TW39RNqeA5QyHjIa5dTIML6+cE+gNId1wor8eCKg8gyqlx6R2IY3JUy1OgrE2u0qFFraisU6yoVH7pcCABIzy2DSqOFjKd2pZbiOA5zRnbDnJHdWvV8S9t1ckurMO6//6CwomHnvFLO4/uHkuAi1y1/0t7HzS4d84DEOuf112gzBoXjoaFdhA2GEGJCxnMY1ysEt/bpgN+OXgMApL81gS42RE7GcxgZGYDJvUMNX3ouvD3RIUb7OYpgL1dsenooxn+4CwDwnzt6N1sFhrSdu1KGqHaehgu9L6frZrO9sf40vqmd2fvZPQlU8lmkOvi6oYNv3dq9+pG/xtVC7DEamFhOxnPo0b7uC1ZCJz88Py4KJ68V4+ZPdgMAxvZsh6+m9xUqRKdx9s3xNHBFYmpqZ+PMGtQRL022bzUm0nZ5tZ27xxYmw8eN1ryWmopqNaLbeWDdk8No1rzE+Lkr8MTwcGw4nQetliEuzAeBni51y8HVm7nFan8xnoylv9942UvDffUeA3OPseD5+sfAzGNqanTnEbmi7hzC6j3cXPxoZP/1Z7CZ215Tr830Mab71T8mLbsExzKL8NCQLugk8NI+RFyeGRuJo5mF6BrkiSBPF8hlHOS8rvqmUs5Do2UoLK/Bz4evmjwvr6wGdyd1Eihq0loynsNzzUwQaqz6Z2tVq7Xo08S67/qiZt7eXlbdLxEHjuPg7aaAj5sCexeMtvj5xu/HxqpbEnEI9nLF0VeTUVhegz5vbDXcLnS7oKQ6590VMnz3YBLCA+lijRCx+uCueHxwV7zQYRALfTytDz6e1kfoMEgjokO8Bb9gIDqv3NwTN8e1x+HLhRjUNUDocIiFDs8bjD9P3UCAD5WPk5qYDj7YNXcktpzOwfDIQKHDcWiMMfi4yaljXoL0g9k9XSX1NZ/U0uePBslKE8dx6OjnBgUNTpccjuPw4KCOeGa89MvYS7FC0Lpj1/HE6qOoVmuEDoWITESgB3bNHdXkY85klTTonF98a6wtwyICWv/EEPxy+Cp4joO/hwIDuwZCznOQ1f4vN/zLg+dh+Fe37KDx0nUMMp6DrztVCSOtt3rWAFSq1BgeGSx0KKSF/DyUeG1yL3TwdcPoHsLnTVLf2uUyHkO6U2McIYQQQoTTp5Nfk6OriXgpZDxS4tpJqsGS1Ono725Y0oPYzvSkMKT0tmy5ACIOLnIZvp8RjxBvF6FDIa0wsVcwEjr6wI1m3kjSkinRcKHSyIRYbEi3QKyZMxgd/WkiFrFcj/be+GX2QLy69hRulFVj6zPDqMPVgcV08EFMBx+hwyAEADCQJuxI0v2DwoUOwYBjjLHG7nz33Xfh6+tr1R3m5eUhMFDcHexij7Gl8WVlZaF9+/aifz22IuXXrc+dmIj17ynGuOrnT4wxGhNzfELEZunxJ+a/HyDu+Kwdm7XPnWL+2zVFinHn5eVBpVLZ5bNPan8fKcRLn3vWZe/4zJ07xf43soSjvxZHzp+jvA7A+XIHOP5rofxJA+VO2lqaPzGR6t/fXnFnZmaiY8eONt+PvUg1341p6vXY+tgT69/SUeJytLZOa5DKa2zrsSeV12kpqbyuoqIizJ071+x9TXbO20Lfvn1x6NAhe+7SYmKP0dL4xP56bMVZX7etiPXvKca46sckxhiNiTk+McemJ/YYxRyfmGMDxB9fY6QYtz1jltrfR2rxAuKPmeKTRgzW4oyvxVFes6O8DsD5cgc452txxtcsdpQ7aZPia5FizID94pbq36cx9HocY99Ncda4xPq6rckZXiPguK/TEV4X1dwihBBCCCGEEEIIIYQQQgghhBBCbIw65wkhhBBCCCGEEEIIIYQQQgghhBAbs3vn/MMPP2zvXVpM7DFaGp/YX4+tOOvrthWx/j3FGFf9mMQYozExxyfm2PTEHqOY4xNzbID442uMFOO2Z8xS+/tILV5A/DFTfNKIwVqc8bU4ymt2lNcBOF/uAOd8Lc74msWOcidtUnwtUowZsF/cUv37NIZej2PsuynOGpdYX7c1OcNrBBz3dTrC67L7mvOEEEIIIYQQQgghhBBCCCGEEEKIs6Gy9oQQQgghhBBCCCGEEEIIIYQQQoiNUec8IYQQQgghhBBCCCGEEEIIIYQQYmPUOU8IIYQQQgghhBBCCCGEEEIIIYTYmNyeO9u9ezcOHDiAmJgYJCcn23PXhBBCCCGEEELMSEtLw9q1a3Ht2jUAQIcOHTB58mT06NFD4MhIcyh30kb5ky7KnbRR/gixDzrWSGPS0tJw7do1JCUlwdPT03D7pk2bMH78eMHiOnDgADiOQ79+/XD69Gls2rQJ0dHRmDhxomAx1Td9+nSsXLlS6DAIIW3EMcaYrTbev39/HDhwAADw1VdfYenSpbjllluwZcsWTJo0CfPnz7fVrgkhTuDIkSNISEgQOgwTJSUlOH/+PLp06QL96dXf31/gqKRLjDnWKygoAED5bQsx5ZcxhgMHDpg0GvTv3x8cxwkcWctdunQJR48eRc+ePREdHS10OE0qLi7Gpk2bTP7e48aNg6+vr1X3I/W8SimnAJ0XrUGI8+KSJUuwevVqTJ06FWFhYQCAq1ev4ocffsDUqVMl953NXucXMaDcSRvlT7ood9LmaPlzJM72XhRaTk6Oyd+6Xbt2Vt0+HWvSYOv3gTkff/wxli5dih49eiA1NRUfffQRUlJSAAAJCQk4cuSIzWMw57XXXsPGjRuhVqsxduxY7N+/HyNHjsTWrVsxbtw4vPTSS3aPafLkySa/M8awY8cOjBo1CgDwxx9/2D0mKXOWNgshjmt7KygokHwebdo536dPHxw9ehQA0K9fP/z5558ICgpCeXk5BgwYgBMnTthq106puLgY77zzDtasWYPc3FxwHIfg4GCkpKRg/vz5TnEx6wwnHnvIzMzECy+8gGvXrmHChAl44YUXoFAoAABTpkzBmjVr7B5T/QszxhhSUlKwbt06MMYE6+C799578eGHHyIwMBCbN2/GzJkzodFokJeXh+DgYHh4eKCkpASjRo3C4sWLER4eLkicgDjzakysOTZ25coVzJ07F3/99Rd8fX3BGKP8tpCY87tlyxY89thj6N69Ozp06ABA12iQnp6Ozz77TLTVfozzunbtWjz99NMYMWIE9uzZgwULFmDGjBmCxteYlStX4rXXXkNycrLJ33vr1q1YuHAhpk+fbpX9SDGvUswpnRdbTyznxcjISJw6dcrwt9GrqalBr169cP78ebvEYQ32Or/Yy+bNm7FmzRqT7zcpKSmG2USUO/FqLncA5U/M6Nhz3NwBjpU/wHE6tKX8XpRaW2Rqaipmz56N4uJik7+1r68vPvvsM6tdgzrasaYntXw3xl7vA3NiY2Oxd+9eeHp6IiMjA7fffjvuu+8+PPXUUyb9SfYWGxuL1NRUVFdXIyQkBFevXoW3tzcqKyuRlJSE48eP2z2mhIQE9OzZEw899BA4jgNjDNOmTcMPP/wAABg+fLjV9ym1SQLNEXObhbUJeVzb0ptvvomXX34ZAHD69GlMmTIFKpUKjDH8+OOPSEpKEjjCVmI2FBcXxwoKClheXh5LTEw0uS8+Pt6Wu26xoqIiNm/ePBYVFcX8/PyYv78/i46OZvPmzWOFhYVCh8c2btxo+LmoqIg98MADLDY2lk2bNo1lZ2ebPDY5OZktXryYZWVlGW7LyspiixcvZmPHjrVbzEI4evQoS0pKYtHR0Wz06NFs9OjRLCoqiiUlJbHDhw8LHZ7kjBkzhv3vf/9jR48eZY8//jgbOHAgy8vLY4wJd+xyHMcGDhzIRowYYfjf1dWVjRgxgo0cOVKQmBhjLCYmxvDzwIEDWZ8+fdgPP/zAsrOzWVxcHGOMMbVazVavXs2SkpKECpMxJs68GhNrjo0NGDCA/fDDD0ytVhtuo/y2jJjzGx0dzS5dutTg9osXL7Lo6Gj7B9RCxnkdOHAgu3jxImOMsRs3bhjOP2IUGRlp9hqroKCAde/e3Wr7kWJepZhTOi+2nljOi1FRUSwjI6PB7RkZGSwyMtJucViDvc4v9vDUU0+xCRMmsNWrV7Ndu3axXbt2sdWrV7MJEyawJ598kjFGuROrluSOMcqfWNGxp+OouWPMsfK3YsUK1qVLFzZ79mz2xhtvsDfeeIM98sgjrEuXLmzFihVCh2cRKb4XpdoW2bt3b7Zv374Gt+/du9eq3zkc6VhjTLr5boy93gfm9OzZ0+T30tJSNm7cOPbMM8+w3r1723TfTTH+jlj/+6JQcWk0GvbBBx+wMWPGsKNHjzLGGIuIiLDqPlJSUgw/r1mzhoWHh7MZM2awyMhItnz5cqvuSwhibrOwNiGPa1vq06eP4eeJEyeyP//8kzHG2P79+9nAgQOFCqvNbNo537lzZxYREcHCw8NZREQEu379OmNMd8IV8kRrTOwd2sZvvAcffJC99NJLLCMjg33wwQcmJ07GWJMXNlK86LGEo554hFL/+Py///s/1rNnT5aenm7ynrSnX375hQ0bNsxw8mWMsfDwcEFiMdazZ09WXFzMGGNs8ODBrFu3bib3GTO+TwhizKsxsebYWFM5pPw2Tcz57datG1OpVA1ur66uZl27dhUgopYxzmu/fv1M7hNDx2NjunfvzoqKihrcXlRUZNXjSIp5lWJO6bzYemI5L27cuJF17dqVjR8/ns2aNYvNmjWLjRs3jnXt2tVkoLAU2Ov8Yg+NdURotVrDa6HciVNLcscY5U+s6NjTcdTcMeZY+ZNih3ZjpPhelGpbZFN/T2t+T3KkY40x6ea7MfZ6H5gzcuRIQ0eznkqlYvfddx/jed6m+25K//79WXl5OWNM1ymuV1RUJPj3x8zMTHb77bezOXPmsI4dO1p121KcJGAJMbdZWJuQx7UtGR9/9dvGxNpW1hJyW87Kz8jIMHs7z/P4/fffbbnrFsvIyMC8efNMbgsJCcG8efOwbNkygaIy79ChQ0hNTQUAPPPMM1ixYoXJ/Z07d8a7776L+++/31BSJycnB99++y06duxo73Dtqry83Gz5igEDBqC8vFyAiKRNpVKhqqoKrq6uAHSl20NCQjBu3DjB/p633XYbxo0bh1deeQXLli3Df/7zH1GsGbxw4UKMHDkSc+bMweDBg7Fq1SqMHj0arq6uGDJkCK5fv47MzEysWLECffr0ETRWMebVmFhzbCwxMRGPPfYY7r//fsN5lfLbMmLO7wMPPIB+/fph6tSpJnn94Ycf8OCDDwocXeOOHTsGb29vMMZQXV2NrKwstG/fHjU1NdBoNEKH16iXXnoJCQkJSE5ONvy9r1y5gq1bt+KVV16x2n6kmFcp5pTOi60nlvPi+PHjce7cORw4cMCkRGe/fv0gk8nsHk9b2Ov8Yg+urq44ePAg+vXrZ3L7wYMHDe9pyp04tSR3AOVPrOjYc+zcAY6VP8aY2WsHnufBbLeKqU1I8b0o1bbICRMm4KabbsL06dNNrt9XrlxpsgREWznSsQZIN9+Nsdf7wJyVK1dCLjftlpLL5Vi5ciUeeeQRm+67Kf/88w9cXFwA6M6jeiqVqkE/jL2FhYXh559/xoYNG+Dt7W3VbRt/jqjVakRERAAAAgMDTf4OUiXmNgtrE/K4tqWLFy9i8uTJYIzh6tWrqKiogLu7OwDd8SlVNl1zXgqSk5MxZswYsx3aW7duxbZt2wSNLywsDM8++ywYY1i6dCkuXLhgOGHGxcWZrHVSWFiIxYsXY+3atcjJyQHHcWjXrh0mT56MefPmwd/fX6iXYXNPPvkkLly4YPbEExERgU8//VTgCKXlv//9LxISEhqsW3P06FHMnTsXW7duFSiyujieffZZnDp1Crm5uYLGAgDp6en46quvcO7cOdTU1KC0tBQVFRWorq4GoDuOJ02ahAcffNBwkScEsefVmNhyrFdTU4NvvvkGa9euNXy5pPxaToz5PX36NP744w+TRoPJkyejZ8+eAkdmuaKiIpw5cwYDBw4UOpRGFRYWYvPmzQ3WxvTz87Pqfhwlr2LOKZ0XrUOM50Wpstf5xdaOHDmCRx99FKWlpQgLCwOg+37j4+ODpUuXIjExUeAIrY9yJ22UP+mi3EnXihUr8PrrrzfaoT1jxgxhA7SQ1N6LUm6L3Lhxo8n1u/570sSJEwWOTLyknO/G0PuAAIBMJoOHh4dhksDly5cNkwT69u1r0v8kRWJus7AFRzyu//77b5PfExMT4enpiZycHPzyyy+YM2eOQJG1jdN3zht3aOsbwvQd2vPnzxf8AvC1114z+f2xxx5DUFAQsrOzMXfuXKxcubLR5+7atQsHDhxAbGwskpOTbR2q4BzxxEMaxxhDaWmp1UcLEvGgHDs2sea3oKAAABx6QJszorwSKRDreVGKcnJyTL4T6AdhS1F2drbJawkJCRE4Itui3Ekb5U+6KHfSJbUO7eZI7b1IbZHOhfJNnImYJwkQ4gicvnO+KcuXL8fMmTOFDqNR9ePr378/Dhw4AAD4+uuvsXTpUkyZMgVbtmzBpEmTMH/+fKFCJQ5k/fr1uPnmm4UOw4QYYwIaxiXWOAFxxwaIPz5A3DGKOTZA+PiuXLmCuXPnYvv27fDx8QFjDCUlJRg1ahQWL16M8PBwwWJrSmZmJl544QVcu3YNEyZMwAsvvACFQgEAmDJlCtasWSNsgI1YtmwZHnjgAQDAtWvXMH36dBw5cgQ9evTAt99+i8jISKvsR4p5lWpOGyP0sd0UMccGiD8+sUpNTcXs2bNRXFyMsLAwQ9k7X19ffPbZZ0hISBA6RIsUFxdj06ZNDTpcfH19hQ3MBih30kb5ky7KnWOQWoe2OY72XhSz4uJivPPOOyaVV4ODg5GSkoL58+c7/PFCdOh9QIhzfe/+8ssv8fDDDwsdhtVJ+XVJf9EIG1q4cKHQITSpfnzG6yt88cUX2LJlCxYuXIgtW7bg+++/t3d4dlVcXIz58+ejR48e8Pf3R0BAAHr06IH58+ejqKhI6PAcysGDB4UOoQExxgQ0jEuscQLijg0Qf3yAuGMUc2yA8PHddddduOWWW5CVlYXz588jPT0dWVlZmDJlCqZOnSpobE154IEHMGLECHzyySfIysrC8OHDkZ+fDwC4fPmywNE1zrjc3zPPPIO77roL+fn5eOGFF/Doo49abT9SzKtUc9oYoY/tpog5NkD88YnVjBkz8NFHH+HMmTOGJcrS0tLw4YcfinrQtTkrV65EQkICdu7ciYqKClRUVGDHjh1ITExssnqaVFHupI3yJ12UO2lLTU3FgAEDMGLECMybNw9z587F8OHDMWDAABw5ckTo8CwixfeiVNsi77zzTvj5+WHHjh0oKChAfn4+duzYAV9fX9x5551ChydaUs13Y+h9QFpCqp2eLeVM37sddY62lF+X08+cj4uLM3s7Ywznzp0zrBktFEvi6927N3bu3AmtVotx48bh0KFDhvv69OmDo0eP2jxeoYwbNw6jRo3C/fffbyhZlp2djW+//Rbbt2/Hli1bBI5QetLS0syWaurRowfF1Exc+lmO+gEzYokTEO/fUE/s8QHijlHMsQHija979+44f/68xfcJLT4+HqmpqYbfv/vuO7zzzjv4448/cMcdd4i2QS4hIcEQW/3XYM3rFSnmVao5FeuxDYg7NkD88UlNU8d2t27dkJ6ebueIWi8qKgr79+9vMGupsLAQSUlJOHfunDCB2QjlTtoof9JFuZO2+Ph4fPHFF0hKSjK5fd++fXjkkUdw7NgxgSKznBTfi1Jti4yKisLZs2ctvs/ZSTXfjaH3AWmJw4cPIzExUegw2syZvnenpaXh2rVrSEpKgqenp+H2TZs2Yfz48QJG1jaO+LqcfuZ8Tk4OVq5ciXXr1jX4PyAgQOjwLIqvuLgYiYmJ6Nu3LwoKCpCVlQUAKCsrk/QIkpbIyMjAvHnzTNYSCwkJwfz58yU500xoS5YswdSpU8EYQ//+/dG/f38wxjBt2jQsXryYYmoirtzcXKxevRqrVq1CTk6OaOI0F6uYYpNCfIC4YxRzbGKPLzExEY899hj279+P69ev4/r169i/fz8ee+wx9OnTR9DYmqJSqVBVVWX4/d5778VHH32EcePGGa4BxOjq1at48skn8cQTT+DGjRsmlX+Mf24rKeZVijkV87Et5tikEJ8UTZgwATfddBN+/PFH7NmzB3v27MGPP/6Im266SXJf2Blj4Diuwe08zzvkdzvKnbRR/qSLcidt5eXlDTrmAWDAgAEoLy8XIKLWk+J7UaptkZ07d8a7776LnJwcw205OTlYsmQJOnbsKGBk4ibVfDeG3gekJRyhY96Zvnd//PHHSElJwSeffIKYmBisXbvWcN+LL74oYGRt46ivy+lnzj/44IOYOXMmhgwZ0uC+u+++G6tWrRIgqjrWiK+iogI5OTmIiIiwRYiikJycjDFjxuD+++83rK2Vk5ODb7/91lAOi7RcZGQkTp06ZZgBrldTU4NevXoJMttQjDGZi0v/O2PMJC6h4zQXq54YYgPEHx8g7hjFHBsg7vhqamrwzTffmIyiDQsLw6RJk/Dggw/CxcVFsNia8t///hcJCQkYPny4ye1Hjx7F3LlzsXXrVoEia9qKFStMfp88eTL8/PyQnZ2Njz/+GG+//bZV9iPFvEoxp2I+tsUcGyD++KRq48aNZmdFTJw4UeDILLNixQq8/vrrSE5ONjSQXrlyBVu3bsUrr7yCGTNmCBugDVDupI3yJ12UO+l68sknceHCBUyfPt3wmjMzM7Fy5UpERESYLCclBVJ7L0q1LbKwsBCLFy82WWu8Xbt2mDx5MubNmwd/f3+hQxQlqea7MfQ+IHrFxcV45513sGbNGuTm5oLjOAQHByMlJQXz589vUJFGapzpe3dsbCz27t0LT09PZGRk4Pbbb8d9992Hp556StKVtR31dTl95zxxDMYXFLm5uQBguKCYP38+/Pz8BI5QWqKjo7F582Z07tzZ5PbLly8jOTlZkNJGYozJXFz63wGYxCV0nOZi1RNDbID44wPEHaOYYwPEHx8hpHXEfGyLOTZA/PER4RUWFmLz5s0mnRTjxo2j7zYSQLmTNsqfdDlj7qTWoe1IpNwWmZaWhqtXr2LAgAEOUx7Y1qSc78bQ+4AAjS/ZsGLFCvz111+SW7KhPmf63t2rVy+cOnXK8HtZWRluv/129OzZE9u3bzdZRlFKHPV1Uec8cXjLly/HzJkzhQ5DUjZt2oTHH38c3bt3Nxlxnp6ejk8//VSQCzQxxmQurszMTPz9998AgOHDh6Njx46iiNNcrIA4/oZSiQ8Qd4xijk0K8TVm/fr1uPnmm4UOw2IUtzj2Y01ijVnMx7aYY5NCfFKkn/VhPANI6rM+cnJyTDpc9DO1HA3lTtoof9JFuSNi4WjvRTG3RX788cdYunQpevTogdTUVHz00UdISUkBACQkJODIkSMCRyg9Ys53Y+h9QPSioqIa7aBu6j6pcKbv3aNGjcIHH3yA+Ph4w21qtRoPPPAAvv/+e2g0GuGCawNHfV3UOU8cXqdOnXDlyhWhw5AcrVaLAwcOmHyp7devH2QyGcXUTFzt27cHYwzZ2dkAxBMnIN6/oZ7Y4wPEHaOYYwPEH585CxcuxGuvvSZ0GBajuMWxH2sSc8xiPrbFHBsg/vikprFZH99++y22b98uqVkfqampmD17NoqLixEWFgbGGK5evQpfX1989tlnSEhIEDpEq6LcSRvlT7ood9LmSB3ajvReBMTdFumo5YGFJOZ8N4beB0TP0ZZsMMdZvndfvXoVcrnc8Dlq7N9//8XgwYMFiKrtHPV1OVXn/KBBg7Bnzx6hwyA2EBcXZ/Z2xhjOnTuH6upqO0dECCFEStLS0syWg+zRo4fAkTWN4hbHfqxJijETIhaONOsjPj4eX3zxBZKSkkxu37dvHx555BEcO3ZMoMhsg3InbZQ/6aLcSZsjdWhL8b0o1bZIRy0PbGtSzXdj6H1A9JpasmHevHnw9/cXOEJCHBMvdAD2RB3zjisnJwcrV67EunXrGvwfEBAgdHiEEEJEbMmSJZg6dSoYY+jfvz/69+8PxhimTZuGxYsXCx1eoyhucezHmqQYMyFi0rlzZ7z77rvIyckx3JaTk4MlS5YYShhKRXl5eYMOJgAYMGAAysvLBYjItih30kb5ky7KnbRlZGRg3rx5JjPJQkJCMH/+fFy+fFnAyCwnxfeiVNsi27VrZ9Lx6unpifXr1yMvLw8nTpwQLjCRk2q+G0PvA6Ln5+eHJUuWIC0tDQUFBfj2229x5swZLFmyhDrmCbEhp5o57+npibKyMuzcuROLFi1CYGAgTp48icTERHz33XfgOE7oEEkrPfjgg5g5cyaGDBnS4L67774bq1atEiAqQgghUhAZGYlTp05BoVCY3F5TU4NevXrh/PnzAkXWNIpbHPuxJinGTIiYGM/60Jf3leqsjyeffBIXLlzA9OnTDZ0SmZmZWLlyJSIiIvDpp58KHKF1Ue6kjfInXZQ7aXOkUsRSfC9KtS3SUcsD25pU890Yeh+QxsTFxeH48eNCh0GIw3PazvmUlBScOnUKoaGhGDx4MN577z2zH66EkNZZu3YtXnnlFfA8D7lcjg8//NDkGJswYQK++uorhIWFNbuty5cv45ZbboFWq4VKpcITTzyB2bNn2zJ8p0a5kzbKn+Wio6OxefNmdO7c2eT2y5cvIzk5WZQlFAGKWyz7sSYpxuwo6NzpmHbt2oUDBw4gNjYWycnJQodjsY0bN5pd5mLixIkCR2Z7lDtpo/xJF+VOWpoqRTx//nz4+fkJHKFl0tLScPXqVQwYMACenp6G2zdt2oTx48cLGBkhhDiP2NhYqp5ArGbfvn345ptv8NVXX7V6G47axuK0nfNvvfUWtm7dCgB49NFHMXjwYNx7770CR0iI4ygrK4OHhwc4jsPx48dx5513Ii0tDQBQWVmJ4cOH48CBAy3aVk1NDRhjcHFxQVlZGWJiYrBnzx6Ehoba8iU4LcqdtFH+LLdp0yY8/vjj6N69u2GWzZUrV5Ceno5PP/1UtA1BFLc49mNNUozZUdC50zH079/fkKevv/4aS5cuxZQpU7BlyxZMmjQJ8+fPFzhC0hjKnbRR/qSLcue4li9fjpkzZwodRot9/PHHWLp0KXr06IHU1FR89NFHSElJAQAkJCTgyJEjAkdICCHOgWbOE2tauHAh4uLicNttt7V6G47axuJUa84bc3FxMfwsk8mgVqsFjIYQacnIyEB0dDRmzJiByMhI3HPPPdi2bRsGDx6M7t2748CBA/D09DQsFVFeXm6ybMTOnTsxYsQIAEB4eDgWLFiA+Ph49O3bF0eOHMG4cePQtWtXfP755wAApVJpOGarq6uh1Wrt+4IdCOVO2ih/tjF+/HicO3cOCxcuxLhx4zBu3DgsWrQIZ8+eFXVnKMUtjv1YkxRjlgI6dzoPlUpl+PmLL77Ali1bsHDhQmzZsgXff/+9gJFZrri4GPPnz0ePHj3g7++PgIAA9OjRA/Pnz0dRUZHQ4Vkd5U7aKH/SRblzXAsXLhQ6BIt89dVXOHz4MNasWYOdO3fijTfewEcffQQAcKJ5ZYQQQogkvfHGG4iKisKQIUMwbdo0vP/++wCAv/76C2PGjIFGo8Hzzz+PmJgYxMXF4ZNPPgHg5G0szIl4eHgwxhjbsWMHu+mmmwy3z5kzhy1fvlygqEhb1NTUsD59+jDGGPvoo49YdHQ0u/vuu9nvv//OTp06JXB0juvSpUtMJpOx48ePM41GwxISEtjMmTOZVqtla9asYSkpKYwxxn777TcWFRXF/Pz82J49ewzPf+KJJ9hff/3FGGOsc+fO7LPPPmOMMfb000+z2NhYVlJSwnJzc1lwcLDhOVeuXGGxsbHMzc2Nffrpp/Z7sQ6GcidtlD9CCLEcnTudR1xcHCsoKGB5eXksMTHR5L74+HiBomqd5ORktnjxYpaVlWW4LSsri73zzjts7NixAkZmG5Q7aaP8SRflTtpiY2PN/h8TE8OUSqXQ4VmkZ8+eJr+XlpaycePGsWeeeYb17t1bmKDsQKVSscDAQDZv3jyT24cPH84iIyNZXFwcGzRoEEtLSzPcfvDgQSFCJS1w6dIl1qFDB6bRaExu7927N9u3b59AURFimdjYWKFDIBJz4MAB1rt3b1ZZWclKSkpYt27d2Hvvvcdu3LjBRowYwRhj7LPPPmO33XYbU6lUjDHG8vPzGWPO3cbitDPniWPYvXs3Bg8eDAD47LPPsHXrVnz//fdYs2YNTp8+LXB0ji0iIgKxsbHgeR69evXC6NGjwXEcYmNjkZGRAQC45ZZbkJaWhjVr1uCVV14xPPfff/81Wcd18uTJAHRr2iQlJcHLywtBQUFwcXExjHDv2LEjjh8/jvT0dKxYsQI5OTl2e62OhnInbZQ/QgixHJ07nUNxcTESExPRt29fFBQUICsrC4Bu2QImsVl3GRkZmDdvHkJCQgy3hYSEYP78+bh8+bKAkdkG5U7aKH/SRbmTtpycHKxcuRLr1q1r8H9AQIDQ4VmkXbt2SE1NNfzu6emJ9evXIy8vz6HXPt66dSsiIyPx888/Nzjmvv/+exw7dgz3338/XnjhBYEiJJYIDw9Hp06dsGvXLsNtaWlpKC0tRVJSkoCREdJy7dq1EzoEIjH//vsvUlJS4OrqCi8vL0yaNAkAsGXLFiQnJwMAtm3bhkceeQRyuRwA4O/vb3i+s7axOFXnfFlZGQBgxIgRWL9+veH2Tz/9FDNmzBAoKmIsIyMDMTExht/ff/99LFq0CB9//DF69uyJuLg4TJ061XD/pk2bMGHCBMyePRsXL17EhAkT8NZbb+GPP/7ACy+8gPj4eFy4cEGIl+LwjJeG4Hne8DvP8w2WiRg2bBguXryIvLw8XLx4ER07doRSqWywLePtNLat0NBQxMTEmFzoEstQ7qSN8kcIIZajc6dzyMjIwMWLF3Hp0iVcvHgR7du3B6DLze+//y5wdJbp3Lkz3n33XZNGh5ycHCxZsgQdO3YUMDLboNxJG+VPuih30nbzzTejrKwMnTt3Nvk/PDzcsCSPVKxcudJkYAUAyOVyrFy5Ev/8849AUVlPY+V+V69ejaeeegqdOnXC3r17zT532LBhSE9Pt2e4pBEtWS5r2rRp+OGHHwzP+eGHH0zasgkRu61btwodAnEQGzdubNESjc7axuJUnfNEuhYvXoyjR4/i+PHjhrUmAGDHjh0YMWIEPv/8c4SGhmLHjh146aWXMHnyZLz33ntITU1F165dBYzceaWnpxtG/R45cgTV1dUICAho8UnZ2NWrV1FZWQkAKCwsxO7duxEVFWX1mIkO5U7aKH/StXbtWsTFxRnWWdq9e7fJ/RMmTMDVq1dbtK3Lly8jISEB8fHx6NWrl8lnJ7ENyp+00bnTsbm7uyMiIkLoMCzy448/Ij8/H8OHD4e/vz/8/f0xYsQIFBQU4OeffxY6PLuh3Ekb5U+6KHfS8M0335hU9zG2atUqO0fTNmFhYQ065/X0FTOl6uDBg/j1119x7NgxbNy4EYcOHQIAVFVVYdu2bZg0aRKmTZuG1atXm33+unXrEBsba8+QSRPS09Px3HPPIS0tDWlpaVi1ahV2796N999/H2+//TbuvPNOrFmzxtCh9OOPP2LatGkCR00IIbYzePBgrFu3DlVVVSgrK8P69evBGMPx48cRHx8PABg7diy++OILw7mxoKCgxdt31DYWudABENIScXFxuOeeezBlyhRMmTIFAHDt2jX4+/vD3d1d2OCIWb/++itWrlwJhUIBNzc3/Pjjj+A4Dps2bcInn3xi0bbOnDmD5557DhzHgTGG559/nr6Y2BDlTtoof9I1evRoTJ48GRzH4fjx47jzzjuRlpYGAKisrER+fj7CwsJatK327dtj7969cHFxQVlZGWJiYjB58mSEhoba8iU4NcqftNG5k4iNn58flixZgiVLljS4b/ny5Zg5c6YAUZGWoNxJG+VPuih3RKyMy/26uroayv2uX78eI0eOhJubG2677Ta88cYb+PDDDyGTyQAA99xzD9zc3BAeHm7x9SixHf1yWQDMLpfVrl07xMTE4K+//kK7du0gl8tNqsQSQoij6devHyZPnoy4uDi0a9fOcI7s06cPOI4DADz00EM4d+4c4uLioFAoMGvWLDz++OMt2r6jtrFwTGqLSBGHdvXqVSQnJxvWi3/zzTehVqvxyiuv4J9//sG6deuwceNGnDhxAitWrEBJSQmeeeYZALp1fQ4dOoTAwEDMmDEDN998M26//XYhXw6pp7q6GoMHDzaMEibSQbmTNsqf8DIyMjB+/HgMGDAAe/bsQb9+/TBz5kwsXLgQubm5+P7779G/f3/D4/fu3YsHHngAZ86cAaArBbVjxw68++67CA8Px7Rp07Bx40bI5XJ8+eWXWLBgAdLT0/HCCy9g9uzZJvvOz89Hnz59sG/fPurcbSXKn3OicycRq06dOuHKlStCh0FagXInbZQ/6aLcESF9+OGHKCwsxGuvvQYAePbZZxEaGoq9e/di9+7dcHNzAwDk5uZi7dq1GDt2LEaMGIH3338fffv2NdlWY7cT+8jIyMDNN9+MkydPAoBJ+7PxfcuWLcOuXbvQrl07eHt748UXXxQ4ckKkbd++ffjmm2/w1VdftXobly9fxi233AKtVguVSoUnnniiQfsLab2ysjJ4enqioqICw4YNw+TJkxEZGUnLejSBZs4TUWnXrh1yc3ORn58PT09PrF+/HsnJycjMzMTIkSMxZMgQ/PDDDygrK8OmTZvwxhtvmN2Ol5cXSktL7Rw9aY6Liws1cEsU5U7aKH/ikJ6ejp9//hnLli1Dv379DOXv/vjjD7z99ttYs2YNfv/9dyxYsAC5ubnYsGGD4bkbN240VI4BdA2MqampeOaZZzBjxgz8+++/qKqqQkxMjOHLRWZmJm666Sakp6fjvffeo47dNqL8OR86dxIhxcXFmb2dMWaynjIRH8qdtFH+pMtRc1e/M5BIz+DBg/HII49gwYIFUKvVWL9+Pe69917s2rULmZmZhvV1ly9fjtWrV2Ps2LECR0za6tZbb8WCBQvg7u6Ov/76S+hwCJG81iw3Vx9VKLSthx9+GKdPn0ZVVRXuv/9+LFiwQOiQRI8654moKBQKvPrqq+jfvz86dOiA6OhoaDQa3HvvvSguLgZjDE8++SS8vLyQnp6O6Ohos9uZOnUqZs2ahY8//hi//PILrTtPCCFEcM2VvwOAW265Bbfccgv++ecfvPLKK9i2bRsAXSnE999/37CtyZMnAwBiY2NRVlYGLy8veHl5wcXFBUVFRfD19UXHjh1x/PhxXL9+HVOmTMHtt9+Odu3a2fdFOxDKHyHEnnJycrB582b4+fmZ3M4Yw6BBgwSKirQE5U7aKH/SRbkjYmWu3C9jDKNGjTJ0zANASkoK5s6di+rqagGjJdbg6+uLgQMHIjs7G126dBE6HEIk44033sB3332HoKAgdOzYEYmJiXj++efx119/4dlnn4VGo8G8efOwadMm8DyPWbNm4YknnmhRhUKlUmnYT3V1NbRarYCv1PGsWrVK6BAkhzrnieg8+eSTePLJJ5t8zO7du5GUlGRym75hHNCNStWXxieEEELEwLjhhed5w+88z0OtVps8dtiwYbh48SLy8vJQUlKCjh07mnyRMH5u/e3W31ZoaChiYmKwa9cuWu6lDSh/hBB7uvnmm1FWVob4+PgG940YMcLu8ZCWo9xJG+VPuhwldx988AGWLVsGQLc+65QpU6DRaDBr1izs2bMHHTp0wNq1a+Hm5oYRI0agT58+2LVrF8rLy7Fy5Uq88847OHHiBO666y68+eabDbZv6RJLxDqef/55LFq0yFDu96WXXsLChQtNHuPv748bN24AAHbu3Gl2O43dTuwjPDzcpIrFt99+2+h9a9assWNkhEjfwYMH8euvv+LYsWNQqVRISEhAYmIi8vLyoFAo4OPjg//973/IyMhAamoq5HI5CgoKDM+nCoVEanihAyCkNYYMGYLPP/9c6DAIIYQQq0lPTwdjDABw5MgRVFdXIyAgoFXlu65evYrKykoAQGFhIXbv3o2oqCirx0zqUP4IIdb0zTffYMiQIWbvo1kJ4ka5kzbKn3Q5Qu4OHz6M5cuXY//+/di3bx+++uorFBYW4vz585gzZw5OnToFX19f/Prrr4bnKJVKHDp0CLNnz0ZKSgqWLl2KkydP4ttvv0V+fr7Z/eg7MIYOHYoZM2bgl19+wb59+xp0FhPrefjhhxEfH4+EhATcdtttSEhIEDokQggRlX///RcpKSlwdXWFl5cXJk2aBADYsmULkpOTAQDbtm3DI488ArlcN+fY39/f8HzjCoVJSUnw8vJCUFCQoUIhAEOFwvT0dKxYsULSy94Q6aOZ84QQQgghIvDrr79i5cqVUCgUcHNzw48//giO47Bp0yZ88sknFm3rzJkzeO6558BxHBhjeP755w0l2YltUP4IIYQQQkhb7N69G7fccgs8PDwA6Nat3rVrFyIiIgwVARITE00qRxp3RvTq1Qvt27cHAHTp0gWZmZkICAhosJ+WLLFErEsqA0QIIURsNm7ciGeffbbZx1GFQiI11DlPCCGEEGJjLS1/N2/ePJPnVVdXIysrC+Hh4YbbjBvjZsyYgRkzZjS4b+zYsTh+/LjV4nd2lD9CCCGEECIU404GmUxmqLBkfF9LOiPa8hxCCCHElgYPHoxHHnkECxYsgFqtxvr16zFr1iwcP37cMEBt7Nix+OKLLzBy5EhDWXvj2fNNuXr1KgICAuDm5maoUPjMM8/Y8BUR0jQqa08IIYQQIlIuLi44dOiQ0GGQVqL8EWJ9GRkZiImJEToM0gqUO2mj/Ekb5U8ahg4dijVr1qCiogLl5eX4/fffMXToUKHDIoQQQmyuX79+mDx5MuLi4jBhwgRD9cA+ffqA4zgAwEMPPYROnTohLi4OvXv3tqgqyZkzZ5CUlITevXtj+PDhVKGQCI5mzhNCCCGEEEIIIYQQQoiAEhISMGPGDPTv3x+ArhPCz8+vzdudOHEivv76a4SGhrZ5W4QQQoitPP/881i0aBEqKiowbNgw9O7dG+PHjzfcL5fL8cEHH+CDDz4weR5VKCRSRDPnCSGEEEIIIYSI0gcffICYmBjExMTgww8/BABoNBrMmjULvXr1QnJysqG874gRI/DMM8+gb9++6NGjBw4ePIhbb70V3bt3x8svv2x2++Hh4ViwYAHi4+PRt29fHDlyBOPGjUPXrl3x+eef2+tlOiTKnbRR/qSN8iddzz77LE6ePImTJ0/i6aefbrC8kr7jAgB27tyJvn37AtDlcf369YbHGd/3559/GjrmMzIyEBgYCEDXgfHpp58anmN8HyGEEGJvDz/8MOLj45GQkIDbbrsNr776KqZOnSp0WITYBHXOE0IIIYQQQggRncOHD2P58uXYv38/9u3bh6+++gqFhYU4f/485syZg1OnTsHX1xe//vqr4TlKpRKHDh3C7NmzkZKSgqVLl+LkyZP49ttvkZ+fb3Y/nTp1QmpqKoYOHYoZM2bgl19+wb59+7Bw4UJ7vVSHQ7mTNsqftFH+CCGEECJFq1atQmpqKtLS0rBgwQKhwyHEpqisPSGEEEIIIYQQ0dm9ezduueUWeHh4AABuvfVW7Nq1CxEREYiPjwcAJCYmmpQxnDx5MgAgNjYWvXr1Qvv27QEAXbp0QWZmJgICAhrsx/g5ZWVl8PLygpeXF1xcXFBUVARfX1/bvUgHRbmTNsqftFH+CCGEEEIIETeaOU8IIYQQQgghRDJcXFwMP8tkMqjV6gb38Txv8jie500eZ257ljyHtA7lTtoof9JG+SOEEEIIIUQcqHOeEEIIIYQQQojoDB06FGvWrEFFRQXKy8vx+++/Y+jQoUKHRVqAcidtlD9po/wRQgghhBAibtQ5TwghhBBCCCFEdBISEjBjxgz0798fSUlJeOihh+Dn59fm7U6cOBHXr1+3QoSkMZQ7aaP8SRvljxBCCCGEEHHjGGNM6CAIIYQQQgghhBBCCCGEEEIIIYQQR0Yz5wkhhBBCCCGEEEIIIYQQQgghhBAbo855QgghhBBCCCGEEEIIIYQQQgghxMaoc54QQgghhBBCCCGEEEIIIYQQQgixMeqcJ4QQQgghhBBCCCGEEEIIIYQQQmyMOucJIYQQQgghhBBCCCGEEEIIIYQQG6POeUIIIYQQQgghhBBCCCGEEEIIIcTGqHOeEEIIIYQQQgghhBBCCCGEEEIIsTHqnCeEEEIIIYQQQgghhBBCCCGEEEJs7P8B4vbdwxns2DUAAAAASUVORK5CYII=\n",
      "text/plain": [
       "<Figure size 2592x864 with 18 Axes>"
      ]
     },
     "execution_count": 3,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "w.plot()"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "There aren't a lot of tricks for handling the input data, which is assumed to be a CSV-like file containing columns like:\n",
    "\n",
    "    MD, inclination, azimuth\n",
    " \n",
    "For example:"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 4,
   "metadata": {},
   "outputs": [
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "MD,INC,AZI,TVDKB\n",
      "18,0.3,0,18\n",
      "38,0.5,0,38\n",
      "57,1.5,0,57\n",
      "84,1.8,0,84\n",
      "104,0.5,0,104\n"
     ]
    }
   ],
   "source": [
    "with open('data/P-130_deviation_survey.csv') as f:\n",
    "    lines = f.readlines()\n",
    "\n",
    "for line in lines[:6]:\n",
    "    print(line, end='')"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "Then we can turn that into an `ndarray`:"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 5,
   "metadata": {},
   "outputs": [
    {
     "data": {
      "text/plain": [
       "array([[ 18. ,   0.3,   0. ],\n",
       "       [ 38. ,   0.5,   0. ],\n",
       "       [ 57. ,   1.5,   0. ],\n",
       "       [ 84. ,   1.8,   0. ],\n",
       "       [104. ,   0.5,   0. ]])"
      ]
     },
     "execution_count": 5,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "import numpy as np\n",
    "\n",
    "dev = np.loadtxt('data/P-130_deviation_survey.csv', delimiter=',', skiprows=1, usecols=[0,1,2])\n",
    "dev[:5]"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "You can use any other method to get to an array or `pandas.DataFrame` like this one.\n",
    "\n",
    "Then we can add the deviation survey to the well's `location` attribute. This will automatically convert it into a position log, which is an array containing the x-offset, y-offset, and TVD of the well, in that order."
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 6,
   "metadata": {},
   "outputs": [],
   "source": [
    "w.location.add_deviation(dev, td=w.location.tdd)"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "Now you have the position log:"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 7,
   "metadata": {},
   "outputs": [
    {
     "data": {
      "text/plain": [
       "array([[0.00000000e+00, 0.00000000e+00, 0.00000000e+00],\n",
       "       [0.00000000e+00, 4.71237821e-02, 1.79999178e+01],\n",
       "       [0.00000000e+00, 1.86748917e-01, 3.79994202e+01],\n",
       "       [0.00000000e+00, 5.18340431e-01, 5.69962853e+01],\n",
       "       [0.00000000e+00, 1.29577626e+00, 8.39850594e+01]])"
      ]
     },
     "execution_count": 7,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "w.location.position[:5]"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "Note that it is irregularly sampled &mdash; this is nothing more than the deviation survey (which is MD, INCL, AZI) converted into relative positions (i.e. deltaX, deltaY, deltaZ). These positions are relative to the tophole location. "
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "## MD to TVD and vice versa\n",
    "\n",
    "We now have the methods `md2tvd` and `tvd2md` available to us:"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 8,
   "metadata": {},
   "outputs": [
    {
     "data": {
      "text/plain": [
       "array(998.78580297)"
      ]
     },
     "execution_count": 8,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "w.location.md2tvd(1000)"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 9,
   "metadata": {},
   "outputs": [
    {
     "data": {
      "text/plain": [
       "array(999.99944682)"
      ]
     },
     "execution_count": 9,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "w.location.tvd2md(998.78525)"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "These can also accept an array:"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 10,
   "metadata": {},
   "outputs": [
    {
     "data": {
      "text/plain": [
       "array([  0.        ,   9.99995431,  19.999868  ,  29.99961923,\n",
       "        39.99909022,  49.99744027,  59.99503798,  69.99088025,\n",
       "        79.98672251,  89.98372221,  99.98149354, 109.97926487,\n",
       "       119.9770362 , 129.97480752, 139.96868036, 149.96157856,\n",
       "       159.95447677, 169.94337354, 179.93182571, 189.92027789,\n",
       "       199.90746639, 209.89465489, 219.88201796, 229.87007934,\n",
       "       239.85814071, 249.84657206, 259.83586667, 269.82516129,\n",
       "       279.8132055 , 289.7993741 , 299.7855427 ])"
      ]
     },
     "execution_count": 10,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "md = np.linspace(0, 300, 31)\n",
    "\n",
    "w.location.md2tvd(md)"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "Note that these are linear in MD, but not in TVD."
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 11,
   "metadata": {},
   "outputs": [
    {
     "data": {
      "text/plain": [
       "array([ 0.        ,  9.99995431, 19.999868  , 29.99961923])"
      ]
     },
     "execution_count": 11,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "w.location.md2tvd([0, 10, 20, 30])"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "## If you have the position log, but no deviation survey\n",
    "\n",
    "In general, deviation surveys are considered 'canonical'. That is, they are data recorded in the well. The position log &mdash; a set of (x, y, z) points in a linear Euclidean space like (X_UTM, Y_UTM, TVDSS) &mdash; is then computed from the deviation survey. \n",
    "\n",
    "If you have deviation *and* position log, I recommend loading the deviation survey as above.\n",
    "\n",
    "If you *only* have position, in a 3-column array-like called `position` (say), then you can add it to the well like so:\n",
    "\n",
    "    w.location.position = np.array(position)"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "You can still use the MD-to-TVD and TVD-to-MD converters above, and `w.position.trajectory()` will work as usual, but you won't have `w.position.dogleg` or `w.position.deviation`."
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "## Dogleg severity\n",
    "\n",
    "The dogleg severity array is captured in the `dogleg` attribute:"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 12,
   "metadata": {},
   "outputs": [
    {
     "data": {
      "text/plain": [
       "array([0.        , 0.5       , 0.3       , 1.57894737, 0.33333333,\n",
       "       1.95      , 1.39285714, 0.72413793, 0.51724138, 0.21428571])"
      ]
     },
     "execution_count": 12,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "w.location.dogleg[:10]"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "## Starting from new well"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "Data from Rob: "
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 13,
   "metadata": {},
   "outputs": [
    {
     "data": {
      "text/html": [
       "<div>\n",
       "<style scoped>\n",
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       "    }\n",
       "\n",
       "    .dataframe tbody tr th {\n",
       "        vertical-align: top;\n",
       "    }\n",
       "\n",
       "    .dataframe thead th {\n",
       "        text-align: right;\n",
       "    }\n",
       "</style>\n",
       "<table border=\"1\" class=\"dataframe\">\n",
       "  <thead>\n",
       "    <tr style=\"text-align: right;\">\n",
       "      <th></th>\n",
       "      <th>MD[m]</th>\n",
       "      <th>Inc[deg]</th>\n",
       "      <th>Azi[deg]</th>\n",
       "      <th>TVD[m]</th>\n",
       "      <th>North[m]</th>\n",
       "      <th>East[m]</th>\n",
       "      <th>Dogleg [deg/30m]</th>\n",
       "    </tr>\n",
       "  </thead>\n",
       "  <tbody>\n",
       "    <tr>\n",
       "      <th>0</th>\n",
       "      <td>0.00</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.00</td>\n",
       "      <td>0.00</td>\n",
       "      <td>0.00</td>\n",
       "      <td>0.00</td>\n",
       "      <td>0.00</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>1</th>\n",
       "      <td>76.29</td>\n",
       "      <td>0.9</td>\n",
       "      <td>7.19</td>\n",
       "      <td>76.29</td>\n",
       "      <td>0.59</td>\n",
       "      <td>0.07</td>\n",
       "      <td>0.35</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>2</th>\n",
       "      <td>104.36</td>\n",
       "      <td>0.9</td>\n",
       "      <td>17.20</td>\n",
       "      <td>104.35</td>\n",
       "      <td>1.02</td>\n",
       "      <td>0.17</td>\n",
       "      <td>0.17</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>3</th>\n",
       "      <td>134.00</td>\n",
       "      <td>0.9</td>\n",
       "      <td>15.59</td>\n",
       "      <td>133.99</td>\n",
       "      <td>1.47</td>\n",
       "      <td>0.30</td>\n",
       "      <td>0.03</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>4</th>\n",
       "      <td>162.73</td>\n",
       "      <td>1.1</td>\n",
       "      <td>6.39</td>\n",
       "      <td>162.72</td>\n",
       "      <td>1.96</td>\n",
       "      <td>0.39</td>\n",
       "      <td>0.27</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>5</th>\n",
       "      <td>188.60</td>\n",
       "      <td>1.2</td>\n",
       "      <td>6.00</td>\n",
       "      <td>188.58</td>\n",
       "      <td>2.48</td>\n",
       "      <td>0.45</td>\n",
       "      <td>0.12</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>6</th>\n",
       "      <td>218.80</td>\n",
       "      <td>2.5</td>\n",
       "      <td>1.30</td>\n",
       "      <td>218.76</td>\n",
       "      <td>3.45</td>\n",
       "      <td>0.49</td>\n",
       "      <td>1.30</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>7</th>\n",
       "      <td>248.70</td>\n",
       "      <td>5.0</td>\n",
       "      <td>351.60</td>\n",
       "      <td>248.60</td>\n",
       "      <td>5.39</td>\n",
       "      <td>0.32</td>\n",
       "      <td>2.58</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>8</th>\n",
       "      <td>275.82</td>\n",
       "      <td>6.6</td>\n",
       "      <td>346.29</td>\n",
       "      <td>275.58</td>\n",
       "      <td>8.08</td>\n",
       "      <td>-0.22</td>\n",
       "      <td>1.86</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>9</th>\n",
       "      <td>305.09</td>\n",
       "      <td>8.2</td>\n",
       "      <td>344.29</td>\n",
       "      <td>304.60</td>\n",
       "      <td>11.72</td>\n",
       "      <td>-1.19</td>\n",
       "      <td>1.66</td>\n",
       "    </tr>\n",
       "  </tbody>\n",
       "</table>\n",
       "</div>"
      ],
      "text/plain": [
       "    MD[m]  Inc[deg]  Azi[deg]  TVD[m]  North[m]  East[m]  Dogleg [deg/30m]\n",
       "0    0.00       0.0      0.00    0.00      0.00     0.00              0.00\n",
       "1   76.29       0.9      7.19   76.29      0.59     0.07              0.35\n",
       "2  104.36       0.9     17.20  104.35      1.02     0.17              0.17\n",
       "3  134.00       0.9     15.59  133.99      1.47     0.30              0.03\n",
       "4  162.73       1.1      6.39  162.72      1.96     0.39              0.27\n",
       "5  188.60       1.2      6.00  188.58      2.48     0.45              0.12\n",
       "6  218.80       2.5      1.30  218.76      3.45     0.49              1.30\n",
       "7  248.70       5.0    351.60  248.60      5.39     0.32              2.58\n",
       "8  275.82       6.6    346.29  275.58      8.08    -0.22              1.86\n",
       "9  305.09       8.2    344.29  304.60     11.72    -1.19              1.66"
      ]
     },
     "execution_count": 13,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "import pandas as pd\n",
    "\n",
    "dev = pd.read_csv('data/deviation.csv')\n",
    "dev.head(10)"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 14,
   "metadata": {},
   "outputs": [
    {
     "data": {
      "text/html": [
       "<div>\n",
       "<style scoped>\n",
       "    .dataframe tbody tr th:only-of-type {\n",
       "        vertical-align: middle;\n",
       "    }\n",
       "\n",
       "    .dataframe tbody tr th {\n",
       "        vertical-align: top;\n",
       "    }\n",
       "\n",
       "    .dataframe thead th {\n",
       "        text-align: right;\n",
       "    }\n",
       "</style>\n",
       "<table border=\"1\" class=\"dataframe\">\n",
       "  <thead>\n",
       "    <tr style=\"text-align: right;\">\n",
       "      <th></th>\n",
       "      <th>MD[m]</th>\n",
       "      <th>Inc[deg]</th>\n",
       "      <th>Azi[deg]</th>\n",
       "      <th>TVD[m]</th>\n",
       "      <th>North[m]</th>\n",
       "      <th>East[m]</th>\n",
       "      <th>Dogleg [deg/30m]</th>\n",
       "    </tr>\n",
       "  </thead>\n",
       "  <tbody>\n",
       "    <tr>\n",
       "      <th>75</th>\n",
       "      <td>2171.08</td>\n",
       "      <td>35.90</td>\n",
       "      <td>298.69</td>\n",
       "      <td>1935.50</td>\n",
       "      <td>472.03</td>\n",
       "      <td>-748.06</td>\n",
       "      <td>0.33</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>76</th>\n",
       "      <td>2199.36</td>\n",
       "      <td>36.00</td>\n",
       "      <td>298.69</td>\n",
       "      <td>1958.40</td>\n",
       "      <td>480.00</td>\n",
       "      <td>-762.62</td>\n",
       "      <td>0.11</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>77</th>\n",
       "      <td>2228.15</td>\n",
       "      <td>35.80</td>\n",
       "      <td>298.39</td>\n",
       "      <td>1981.72</td>\n",
       "      <td>488.07</td>\n",
       "      <td>-777.45</td>\n",
       "      <td>0.28</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>78</th>\n",
       "      <td>2248.73</td>\n",
       "      <td>35.80</td>\n",
       "      <td>298.49</td>\n",
       "      <td>1998.43</td>\n",
       "      <td>493.79</td>\n",
       "      <td>-788.01</td>\n",
       "      <td>0.30</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>79</th>\n",
       "      <td>2267.00</td>\n",
       "      <td>35.43</td>\n",
       "      <td>298.39</td>\n",
       "      <td>2013.30</td>\n",
       "      <td>498.84</td>\n",
       "      <td>-797.35</td>\n",
       "      <td>0.29</td>\n",
       "    </tr>\n",
       "  </tbody>\n",
       "</table>\n",
       "</div>"
      ],
      "text/plain": [
       "      MD[m]  Inc[deg]  Azi[deg]   TVD[m]  North[m]  East[m]  Dogleg [deg/30m]\n",
       "75  2171.08     35.90    298.69  1935.50    472.03  -748.06              0.33\n",
       "76  2199.36     36.00    298.69  1958.40    480.00  -762.62              0.11\n",
       "77  2228.15     35.80    298.39  1981.72    488.07  -777.45              0.28\n",
       "78  2248.73     35.80    298.49  1998.43    493.79  -788.01              0.30\n",
       "79  2267.00     35.43    298.39  2013.30    498.84  -797.35              0.29"
      ]
     },
     "execution_count": 14,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "dev.tail()"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "First we'll create an 'empty' well."
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 15,
   "metadata": {},
   "outputs": [],
   "source": [
    "x = Well(params={'header': {'name': 'foo'}})"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "Now add the `Location` object to the well's `location` attribute, finally calling its `add_deviation()` method on the deviation data:"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 16,
   "metadata": {},
   "outputs": [],
   "source": [
    "from welly import Location\n",
    "\n",
    "x.location = Location(params={'kb': 100})\n",
    "\n",
    "x.location.add_deviation(dev[['MD[m]', 'Inc[deg]', 'Azi[deg]']].values)"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "Let's see how our new position data compares to what was in the `deviation.csv` data file:\n",
    "\n",
    "### Compare x, y, and dogleg"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 17,
   "metadata": {},
   "outputs": [],
   "source": [
    "np.set_printoptions(suppress=True)"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 18,
   "metadata": {},
   "outputs": [
    {
     "data": {
      "text/plain": [
       "<matplotlib.legend.Legend at 0x7f94bf8a0b80>"
      ]
     },
     "execution_count": 18,
     "metadata": {},
     "output_type": "execute_result"
    },
    {
     "data": {
      "image/png": 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\n",
      "text/plain": [
       "<Figure size 1080x360 with 1 Axes>"
      ]
     },
     "metadata": {
      "needs_background": "light"
     },
     "output_type": "display_data"
    }
   ],
   "source": [
    "import matplotlib.pyplot as plt\n",
    "\n",
    "fig, ax = plt.subplots(figsize=(15,5))\n",
    "\n",
    "md_welly = x.location.deviation[:, 0]\n",
    "\n",
    "# Plot x vs depth\n",
    "ax.plot(x.location.position[:, 0], md_welly, lw=6, label=\"welly\")\n",
    "ax.plot(dev['East[m]'], dev['MD[m]'], c='limegreen', label=\"file\")\n",
    "ax.invert_yaxis()\n",
    "ax.legend()"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "They seem to match well. There's a difference at the top because `welly` always adds a (0, 0, 0) point to both the deviation and position logs:"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 19,
   "metadata": {},
   "outputs": [
    {
     "data": {
      "text/plain": [
       "array([[  0.        ,   0.        ,   0.        ],\n",
       "       [  0.0749919 ,   0.59445642,  76.28686274],\n",
       "       [  0.16777327,   1.02376859, 104.35341738],\n",
       "       [  0.29916959,   1.47035888, 133.98976125],\n",
       "       [  0.3905018 ,   1.96175206, 162.71538952],\n",
       "       [  0.44645432,   2.47793462, 188.5801755 ],\n",
       "       [  0.49445457,   3.45095828, 218.76380232]])"
      ]
     },
     "execution_count": 19,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "x.location.position[:7]"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "In plan view, the wells match:"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 20,
   "metadata": {},
   "outputs": [
    {
     "data": {
      "image/png": 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oT88ez9ZVkqtrJFfX9LdcB3NY5hjgNKXUDuBdOg7HPAP4KqV+/59DCFBkLBcBoQDG4z6ATIZiQ5P8/FiVkICfkxPX593I4qLTuH3o2ywa8SwlLU0cl5bGbzLhmBD9ygHLXWt9u9Y6RGsdDpwPrNZaXwR8D5xtPG0W8Kmx/JmxjvH4ai0fobS5I7y9WZOYyCCLC9fmzWXhrvO4IeRjXhllTDiWns7aqip7xxRC9JDDuc79NuAmpVQ+HcfUlxrjS4GBxvhNwPzDiygOVrynJz8lJRHi4sqt2/7JPdsvxUW1ojXUWq2ckJHBOrmKRoh+oUvTD2it1wBrjOVtwJH7eU4TcE43ZBOHIMrdnZ8SE5mans4DO2ehaEdjYrBzOVVtnlxT1Y5/WRmn+/vbO6oQwobkE6p9ULibGz8lJRHj7o7GhEW1sirhZr6Km4+LuYGzs7N5v7TU3jGFEDYk5d5HBbm48ENiIsmenrRqCw/uvIiJvhl8E38r7qZaLti8mWUyJ7wQfZaUex/m7+zM6sREjvb25u3SaZyTvYCxXrmsSrwZX6dqLt2yhZeKi+0dUwhhA1LufZyPkxPfJiQw2deXT8omckbW/Yz22M6iyGfRwOytW3l29257xxRCdDOZz70f8DCb+SIujrOys/mq4ihOTH+MnIahfzw+Jz+fxvZ2bg0Ls2NKIUR3kj33fsLNbObj0aOZ7OLCj9WJ7Gv1w0m1sWjEIkJdSrht2zbu27FD7uokRB8h5d6PuJhMPOXjw3mDBgEwwq2IiwNX8mPSjUS4FrFgxw7u2L5dCl6IPkDKvZ+xKMVbMTFcEhjIloahTE5/Ek9zIz8mzWWk+y4e2bWLefn5UvBC9HJS7v2QWSleHTWKfwYFkVYXyaS0pzErKz8kziXWYzvPFBVxzdattEvBC9FrSbn3UyalWBwVxY1DhpBdP4zjUp+mrNUbN1PH9AT/2bOHK3JzsUrBC9ErydUy/ZhSiqdGjMDNbOaRXRD/61LaMQMQ5FzGa3uhqb2dZaNGYTHJfoAQvYn8i+3nlFI8NGwY94WH/1HsVwV9Tu6RlzDRJ513S0s5b/Nmmtvb7ZxUCNEVUu4CpRT3hIfzaEQEAF+UH8Xu5kF8HX8bU/w28XFZGWdkZdFotdo5qRDiYEm5iz/cGhbGIuPG28elPU1e4xC+iLudGQN/YUVFBTMyM6lrazvwNxJC2J2Uu/gvN4SEsCQqirJWP45Pe4rMugg+jL2XEJdSvq+q4qSMDKql4IVweFLu4n9cFRzM66NGUd3mzdT0x7lg813sbg4A4OeaGqamp1PR2mrnlEKIvyPlLvbrH4MH825MDA3tXnxcdiwAk303cdngr/ittpbJaWnsa2mxc0ohxF+Rchd/6ZyAAD6MjcVZKQCuGfIZr4xayLXBH5NeX8+ktDT2yG37hHBIUu7ib53m78/ncXG4mkxctPlOPik7huejFnFTyPtsbmjguLQ0Cpua7B1TCPEnUu7igE4YMIAVcXFYlCvnZC/gvdJJPDFiMXcOfYO8xkaOTUtje2OjvWMKITqRchcHZZKfH98mJOBucuGinLtYtncaw12LAc2OpiaOTUsjv6HB3jGFEAYpd3HQjvbxYVVCAt5mFy7dMp8rc28BFAOcqtnd3FHwW+rr7R1TCIGUu+iisd7erElMxN/iQjtm/Jxq+HXMNTwz4ln2tDRzXFoaWXV19o4pRL8n5S66LN7Tkx8SExns7Exlmxcfl01gTsjHLI56in2tzUxKSyOtttbeMYXo16TcxSGJ9vDgh8REhji7cEvBNTy080KuDv6cl0cupLKtmcnp6fxWU2PvmEL0W1Lu4pBFubvzY1ISYS6u3Ln9ShbsmMXlQV9z59A3qWxrY2p6Ohuk4IWwCyl3cVgi3Nz4MSmJCFc37ttxKVfm3sJzRWcAUG21Mi09nXXV1XZOKUT/I+UuDttQV1d+SEwk0s2NpXtmUNnmjbNq4bawt2lqb+LEjAx+rKqyd0wh+hUpd9EtQoyCH+XuDsBJAzbySMRLvB97H83tTUzPyGB1ZaWdUwrRf0i5i24T5OLCmsREYt3d+ax8AtdtncNM/5/5MPZe2nQTMzIzWVlRYe+YQvQLUu6iWwU6O/N9YiLxHh68UHwG/8ydx6n+v/DJ6LuBRk7NzOTL8nJ7xxSiz5NyF91ukLMzqxMTSfL0ZMme07hiyy2M9cplqGsJzVpzRlYWH+/bZ++YQvRpUu7CJgZaLKxKSOAILy9e2TuDyI1vktsQBmgUzZyTnc37paX2jilEnyXlLmzGz2JhZUICR3l7U93mCcCdQ9/k+8Sb8DDXccHmzby5d6+dUwrRN0m5C5vycXLim/h4jvXxASC7PpyxXrl8l3ALPk41XLJlCy8VF9s5pRB9j5S7sDkvJydWxMcz1c+PT8omcmb2/cR7bmN14k34WyqZvXUry2Q2SSG6lZS76BHuZjOfjx7N9AED+LL8KE7NfJAot92sTrwJi2rlkbo6/r1jB1pre0cVok9wsncA0X+4ms18PHo052Vn82n5EZyY8Rjhrntp1RYA7t6xg1qrlUciIlDGfVuFEIdGyl30KBeTiQ9iY5m1ZQvvlMaztjoegBMHbGRH02AeK4Raq5XnIiMxScELccik3EWPs5hMvBEdjYfZzMt79uCsWngx6kncTc1MS1/I4mKoaWvj1VGjsJjkyKEQh0L+5Qi7MCvFkqgobhwyhBbtzAnpC2lut7AmcR5HeWfxVmkpZ2Vn02i12juqEL2SlLuwG6UUT40YwZ1hYeQ1hjIhdRH7Wn1ZmfAvTvDbyOfl5UzPyKCmrc3eUYXodaTchV0ppfh3RAQ3e3qyq3kwE1OfIa9xCNMHbgTgh+pqpqSnU9bSYuekQvQucsxdOIQrPDyICg7m6q1bmZi6iHqrKwCe5gZ+q4WJaWl8Gx9PqKurnZMK0TvInrtwGLODg3knJoamdg80JoKd95F9xGXcHPoeWxoamJCaytaGBnvHFKJXkHIXDuW8gAA+Gz0aN5OJfa2+rKuJ5fHhL/LgsJfY1dzEhNRUUmpr7R1TCIcn5S4czvSBA/kmPh43kysXbb6TF4tP5Y6hb7M46inKW5s4Pi1NbtsnxAFIuQuHNNHXlx8SE/G3uHLN1nk8uPMirg7+nPlh71BjtXJiRobc9EOIvyHlLhxWopcXa5OSGOriyl3br2RWzm08VzQTgKb2dmZmZfFWSYl9QwrhoKTchUOLdHfn5+RkYtzdWVZyEjVWT9xMTTw94lk8zTVcnJPD80VF9o4phMM5YLkrpVyVUhuVUulKqWyl1H3G+DCl1AalVL5S6j2llLMx7mKs5xuPh9v4zyD6uCEuLvyYlMQRXl4AjPHaytXBn/ND4lwGO5dzfV4eD8iMkkL8l4PZc28GJmutE4BE4CSl1HjgUeAprfUIoBK4wnj+FUClMf6U8TwhDsvvt+2b7OvL2up4ZmQ+TIRbMWuT5jDMtZh7duxgbn4+7VLwQgAHUe66Q52xajG+NDAZWG6Mvw7MNJZPN9YxHp+iZP5W0Q28nJz4Mi6Omf7+rKocw5S0J/BzqmVt0hxiPbazqKiIS3JyaG1vt3dUIezuoI65K6XMSqk0oBRYCRQAVVrr3yf92A0MMZaHAIUAxuPVwMBuzCz6MVezmQ9iYrh08GA21sYwMfUZSlr8aGnv+LD1W6WlnJ6VRb1MOCb6uYOafkBrbQUSlVK+wMfAqMPdsFJqNjAbIDg4mJycnC5/j4KCgsONYROOmgscN1tXc92iNdrdndcbhpG8aQmgAE28RwErKkYwYf16XvD1xfcwpwzuKz+vniK5usaWubo0t4zWukop9T1wFOCrlHIy9s5DgN8vWSgCQoHdSiknwAf4nwuStdZLgCUAY8eO1dHR0Yf0BzjU19mao+YCx83W1Vyvas3IXbu4Y/t2AK4J/pRFkc9y+ZZbeaPkRK6sr+frbpiPpq/8vHqK5OoaW+U6mKtlBhl77Cil3IBpQA7wPXC28bRZwKfG8mfGOsbjq7VcxiBsQCnF7UOH8lJUFCbgjZITWFOVyLLoR5gX8j6bGxo4KiWFzLq6A34vIfqag/mdNQj4XimVAfwKrNRafwHcBtyklMqn45j6UuP5S4GBxvhNwPzujy3E/7syOJjlsbG0tnswI+Nh3i89jidHLObx4S9Q3NLExNRU1lRW2jumED3qgIdltNYZQNJ+xrcBR+5nvAk4p1vSCXGQzhg0iK/j4zktK4sLNt/N3pYBzBnyEW+WTCOtLpITMzJYFh3NeQEB9o4qRI+QT6iKPmOSnx8/JiYS4OzGjfk3kLTpJdLqIgGw0sb5mzfzVGGhnVMK0TOk3EWfkujlxS9JSYx0cye7fhgAZ/r/wG9j/kmw8z5uKihgnnzYSfQDUu6izwl3c+Pn5GSO9vYGoNrqyXDXYn5Jvp4Y9+08vXs352/eTJNcCy/6MCl30ScNtFj4LiHhj0+zTkxbhJOy8nPyDRzrk8YH+/ZxYkYGla2t9o4qhE1IuYs+y81sZnlsLNcEB5NeN4KjUp6juNmfbxNuJcptFz9WV3NMaio7m5rsHVWIbiflLvo0s1I8HxnJw8OGsat5MBNSFzEv/1q2NoYBkGNcC58mt+4TfYyUu+jzlFLMHzqUN0aNos7qw+LimQDEeRTwSMR/KGlpZGJaGt9UVNg3qBDdSMpd9BsXDx7Mivh4vMxmAE7zX8dtYe/yQex9tOkGZmRk8OqePXZOKUT3kHIX/coUPz9+Skoi2NmZB3f+g7n51zHTfy2rEm7G11LN5bm5LNi+XW78IXo9KXfR7yR4erI+OZlYd3ee2X0252TfS7LXVtYlXU+w8z7u27mTS7dsoVnmhRe9mJS76JdCXV1Zm5TE8b6+fFR2HFPSniClLpJ9rb4ALCsp4YT0dKqk4EUvJeUu+i1fi4UV8fFcFBDAupo4Lth8D63agr+litMGruXH6mouqKggv6HB3lGF6DIpd9GvuZhMvBEdzR1hYX+M3T10GZ/G3c38sLfYaW1jXEoKP1VV2S+kEIdAyl30e0opHoyIYOnIkTgpxa3bruatkik8HPEyL49cSK21kanp6Szbu9feUYU4aFLuQhguDwri6/h4XJUbF+fcyX07LuGKoBV8HX8bHuZqZm3Zwh3btsmkY6JXkHIXopMpfn6sS04m3NWNBTsu4+KcOwh0rsCkOgr94V27OCc7W27ALRyelLsQfxLj4cGG5GTGe3vzVsk0En5bSnmrDxbVyhFeOXxUVsaxqakUNTfbO6oQf0nKXYj9CHB25vuEBGa4umLVHZ9ovXPom/ycdANXBn1BSl0dR27aRIrMSSMclJS7EH/B1WzmMW9v7g8PB+DJwnNYVZXMSyOf4PHhL7C3pZGJqal8tG+ffYMKsR9S7kL8DaUUd4eH815MDC3am1MyH2bR7jO4OfQDPhl9NyZVx1nZ2Tyyc6dMWSAcipS7EAfh3IAAfkhMZJDFjRvz53Dt1hs5xieLUJdSAG7fvl2mLBAORcpdiIN0pLc3G5KTSfDwYHHxTCI2vE1OQzigCXfdw7KSEqamp1PW0mLvqEJIuQvRFWHGnDSnDRxIdZsnAJcP/oqcI2dxfsAq1lZXMy4lhZz6ejsnFf2dlLsQXeTp5MRHo0dzS2goAJ+WT2BjTTTvxPybe4a+zramRo5KSWGl3PxD2JGUuxCHwKwUC4cP5+WRI6lu82Va+kJe23si9w17jbei/02zbmB6RgaLi4rsHVX0U1LuQhyGK4KCWBkfj4fZncu23Mb8bVdxXsAajvHJwgpcm5fH3Lw8rHIljehhUu5CHKZJfn5sSE4m0s2dR3ddyMiNy1hVOQYAL3M9zxQVcVpmJrVtbXZOKvoTKXchukGkuzvrk5M53teXgsYhABzvm8KO8Rdw0oANfFVRwTGpqexsarJzUtFfSLkL0U0GWCx8Ex/PlUFBAGxtDGVnUyBfxN3B9UM+IrO+nnGbNrGhpsbOSUV/IOUuRDeymEwsiYri8eHDKW4exMS0RXxRPp5nI5/l2chnKGtrYlJaGu+Xlto7qujjpNyF6GZKKW4ODeXj0aPR2oMzs+5n4a7zuH7IJ5wfsJqm9nbO27yZB2XKAmFDUu5C2Mjp/v6sTUoiyNmNW7ddzeS0J3irZCoAinbukikLhA1JuQthQ0leXmwYM4ZkT0++r0oGFMPdisg84nLGeW9mWUkJ02TKAmEDUu5C2NgQFxd+TEriDH9/AMxYcTW1siZxLucOWs1PMmWBsAEpdyF6gIfZzPLYWG4LDWVrYxjjUl7g15pRvBf7AHcbUxaMT0nhG5myQHQTKXcheohJKR4ZPpylxpQFU9Mf5/W9J3D/sNe4bsgn1FitnJyRwXO7d9s7qugDnOwdQIj+5vKgICJcXTkzO5tLt8znh6oE3i2dDEA7cEN+PjkNDTw9YgQWk+x/iUMj7xwh7GCSnx/rk5OJcnPn1b0n09juipe5ni/j5pPgmc8LxcVMz8igorXV3lFFLyXlLoSdRBlTFkzx9QUg2KWcOI9t/Jx0A6f7r2VVVZWcaBWHTMpdCDvys1hYER/P1cHB5DaEcWTKYrLqw/lk9N3cEfYm+Y0NjE9JYUV5ub2jil5Gyl0IO7OYTLwQGcmiESMobRnIpLSneatkCg9GLGVB+GvUWK2ckpnJE4WF8olWcdDkhKoQDkApxQ0hIUS5u3NedjYX59zJxppRfFR2LNBxovWWggIy6+p4MSrKvmFFryB77kI4kBMHDGDDmDFEubmzqOhsdjcHoGhnSdTjjPPezOslJRyfns4+q9XeUYWDk3IXwsGMNE60nuDnB8Bg5wqm+KWwJnEu/wj8hvU1NZxbUcGvMnWw+BtS7kI4ID+LhS/j4pgbEsKeFn+O2LSYddWjWRb9CAuHL2ZfeyvHpqXxdkmJvaMKByXlLoSDcjKZeGrECJaOHEmt1ZcTMx7juaKZ3BL6Pq+Meoym9nYuyslhfkGB3KNV/A85oSqEg7s8KIiR7u6cmZXFDXk3klEXQVb9sD8ef7SwkOyGBt6KjsbbSf5Jiw6y5y5EL3CMjw+/jhlDkqcnL+05lV9qRgNwe9ibnOC3kS/KyxmfkkJ+Q4OdkwpHIeUuRC8R5urK2qQkzh00CABXUzPnBqzhq/jbmRvyATkN9RyZksKqyko7JxWOQMpdiF7E3Wzm3ZgY5nh40NTuwoTUZ/mk7BieGvECr4x8jHprAyemp7O4qMjeUYWdSbkL0csopbja05NPRo9G4ck52QtYsGMWlwV9zTcJt9JOO9fm5TEnL482uYVfv3XAcldKhSqlvldKbVZKZSulbjTGByilViql8oz/+hnjSim1SCmVr5TKUEol2/oPIUR/dLq/P+uSkhjq6s59Oy7lnOx7WbrnZLTxz/rZoiJOzcqiuq3NzkmFPRzMnnsbcLPWOgYYD1ynlIoB5gOrtNaRwCpjHWA6EGl8zQYWd3tqIQQAcZ6e/JqczCRfX5bvm8SbJScAcNagHzh5wC98XVHBMSkpbG9stHNS0dMOWO5a6z1a6xRjuRbIAYYApwOvG097HZhpLJ8OLNMd1gO+Sqmg7g4uhOjg7+zMt/HxXBXU8c9M0c7ckOV8FncXN4YsJ7uhnnEpKWyUT7T2K126KFYpFQ4kARuAQK31HuOhvUCgsTwEKOz0st3G2J5OYyilZtOxZ09wcDA5OTldzU5BQUGXX9MTHDUXOG42ydU1+8s1V2sGeHryWF0dJ6Y/xhvRD/P0iOcZ5b6L6/NuZFJKCk/4+jLJxaVHczmC/pjroMtdKeUJfAjM1VrXKKX+eExrrZVSXfqInNZ6CbAEYOzYsTo6OrorL//Dob7O1hw1FzhuNsnVNfvL9QhwTFkZF+bkcHb2Ah4ctpTbh75NiMs+zsh6gOurqngxKoqrgoN7NJcj6G+5DqrclVIWOor9La31R8ZwiVIqSGu9xzjsUmqMFwGhnV4eYowJIXrAqf7+/JyUxKmZmdyx/Sp2Ngcy3LWYNt3xz3321q3sbm5mQXg4nXfSRN9yMFfLKGApkKO1frLTQ58Bs4zlWcCnncYvMa6aGQ9Udzp8I4ToAfGenmxITibJ05P/FJ/GrduuBiDOo4DhbkXcv3MnV+bmyqWSfdjBXC1zDPAPYLJSKs34OpmO3wCnKaXygKnGOsBXwDYgH3gJuLb7YwshDmSwiws/JCb+MXWwop03ox9iXdL1jPXawit793JGdjYNMjd8n3QwV8us1VorrXW81jrR+PpKa12utZ6itY7UWk/VWlcYz9da6+u01sO11nFa699s/8cQQuyPl5MTn8fFcUlgIBoT52TfS73VlTWJ8/6Yk+aE9HQqWlvtHVV0M/mEqhB9nLPJxGujRnFHWBhbG8M4KvV58hqH8EXcHVwYsJKfa2o4NjWV3U1N9o4qupGUuxD9gFKKByMieD4yktKWARyX+jRrq+O4ZPC3gCa7oYGjU1PJqa+3d1TRTWTyZyH6kWuHDCHAYuGinBymZz6Kk7ICCk9zA4XNmgmpqXwZF8d4Hx97RxWHSfbchehnzg4IYEV8PM7KjXqrGy6mFr5LuJlXRz1KjbWJyenpfFlebu+Y4jBJuQvRD03282NNYiIBFgvN7Ra+Kh/PpYO/4ZPRd6Go5/TMTF7dI1cw92ZS7kL0U8leXqxLTibC1Y37d87in7nzOGnAr6xKvBlfSzWX5+by0M6daLk/a68k5S5EPzbczY11yckke3qyZM9pnJV9HwkeBbw2quNjK3du386c/Hy5AXcvJCdUhejnAp2dWZOYyJnZ2XxaNoGp6Y+zp2XgH48/V1REUXMzb0VH42Y22zGp6ArZcxdC4OXkxJdxcVwQEMC6mji2NwUDmucin2ay7yY+LitjmnzYqVeRchdCAB0fdnozOpp5ISEA+DrVcaxPBivi53NBwHf8XFPDMamp7JQPO/UKUu5CiD+YlOLJESN4fPhwqtq8mJi2iHU1sbwd8yA3h77HloZ6jkpJIbW21t5RxQFIuQsh/sfNoaG8HR1Ng9WLkzIe4/3S43h8+Is8MOwV9rS0cGxaGl/LtfAOTcpdCLFfFwQG8nV8PC7KjfM338PjhefyfWUiAHVWK6dkZvJycbF9Q4q/JOUuhPhLk/38+CkpiSBnV/5VcA2rq8YAcH7AKvwsVVy1dSt3bdsm18I7ICl3IcTfivf05JfkZGLd3QEIdK7g5ZGPsy7peoa7FfHgrl1csmULLXLjD4ci5S6EOKAwV1fWJiUx2deXkpYBTE1/HF+nOtYnX8t472zeLClhekYGtVLwDkPKXQhxUHwtFlbEx3NJYCDra2I5KvV5Klu9WJ1wE2f4/8jqqiourqykUC6VdAhS7kKIg/b7jT/uHjqUgsYhHJ36HGl1Iwhx2QdAXlsb41NSSK+rs3NSIeUuhOgSpRT3DxvGyyNHUtnqy7Fpz/Bs0VkARLvvYE9LExNTU/muosLOSfs3KXchxCG5IiiIL+PjcTW5ADDEZR8bkq/l/dj7aNUNzMjM5KN9++ycsv+SchdCHLITBwzgx8REgpydKWoexD07LuNM/59YEX8bLqY6zsnOlnnh7UTKXQhxWJK8vPglOZkYd3ee3n0OF+fcwTHeWaxOvAk/Y174pwoL7R2z35FyF0IctqHGpZLJFgvvlE5lZtYDxLrvYF7IBwDcVFDA3du3y4edepDM5y6E6BZ+Fgsv+flxZ1sbX1UcxfiU59ncEG48qvn3zp3UtLXx9IgRKKXsGbVfkD13IUS3cVOKT0eP5rxBg8ioH0GbdiLQuYKfkuYw2mMbi4qKuC4vj3bZg7c5KXchRLdyNpl4KyaGfwYFAeBtrifcdS/fJ84j0TOPxcXFzM7NlVv32ZiUuxCi25mVYnFUFPPDwshrDOW41Kept7qxOuEmxnptYenevVy2ZQttMl2BzUi5CyFsQinFwxER3BcezramIRyX9jSVbV58l3ALY7xyeaOkhItzcmiVgrcJKXchhE3dEx7Ow8OGsbNpMMelPc3qyiR2NgUC8N6+fZy/ebPMKGkDUu5CCJubP3QoTwwfzu7mAM7MfoCyVl8sqpUkz618VFbG2dnZNEvBdyspdyFEj7gpNJRnR4z4Y/3fw5byc9INnOC3kc/Lyzk9M5NGq9WOCfsWKXchRI+5PiSE/0RFAfBY4QVsaQjjs7i7OGXgOr6prOSUzEzqpeC7hZS7EKJHzQ4O5pWRI6lo9WFK+hOk1w3no9h7/pgT/uSMDOra2uwds9eTchdC9LjLgoJ4Izqa6jZvpqUvZGPtKJaMfAIvcz0/VldzcmYmtVLwh0WmHxBC2MVFgYE4K8WFOTmclPEYEa7F1Fo9APipuprpGRmsiI/Hy0lq6lDInrsQwm7OCQhgeWwsze0eZNR3nGy9JfRdLgxYyc81NZyUkUGN7MEfEil3IYRdne7vz4exsViUwqysnDxgA8uiH+GiwJWsq6mRY/CHSMpdCGF3p/r78/Ho0Zhx4pTMh/ihKoFlox7mgoDv+LmmhlOzsmiQq2i6RMpdCOEQZgwcyCejR2PV7v9f8NEPc9agH1hTVcUZWVnyQacukHIXQjiM6X8UvBunZj3EuurRDHCqAeDbykou2LxZJhs7SFLuQgiHctLAgcZJVneOT3uSl/acCoC7qZGPy8q4LDdX5oM/CFLuQgiHc6q/P+/FxKAwAzDRJ53t4y/kaO9M3iwp4bq8PLll3wFIuQshHNKZgwbx6qhRAGxtDKWqzZOv4m8nyXMrLxYXc+u2bVLwf0PKXQjhsP4xeDAvREZS0jKAKelPUNnmybcJ/yLGfTuPFxby75077R3RYUm5CyEc2jVDhrAwIoLdzQFMTX+ClnYLKxP+RbDzPu7ZsYNndu+2d0SHJJ/rFUI4vFvCwqi1Wrl/J5yQsZDLB3/F3pYBAMzNz8fbbOYy456tooOUuxCiV1gQHk6N1crTu+HmgusACHbeR7N25srcXLzMZs4OCLBzSschh2WEEL2CUoonhw/n8sGDATArKysT/sXX8bfiaa7jwpwcvqmosHNKxyHlLoToNZRSLBk5knMGDcKqzdxScDUJHgV8EXcHTqqRM7Ky+Lm62t4xHYKUuxCiVzErxZvR0Zw0YAArKsZzcc4dHOOTxfLYBbTpZmZkZJBWW2vvmHZ3wHJXSr2ilCpVSmV1GhuglFqplMoz/utnjCul1CKlVL5SKkMplWzL8EKI/snZZOLD2Fgm+vjw/r7J/HPrTZw8cAMLwl+j2mrlxIwMtjY02DumXR3MnvtrwEl/GpsPrNJaRwKrjHWA6UCk8TUbWNw9MYUQ4r+5m818HhdHsqcnL+85hYs238HjhecBUNrayrT0dAqbmuyc0n4OWO5a6x+BP5+lOB143Vh+HZjZaXyZ7rAe8FVKyfVJQgib8HFy4uv4eEa5u/N26TQq27xxMbVwUeBKdjU3My09nX0tLfaOaReHesw9UGu9x1jeCwQay0OAwk7P222MCSGETQxydubb+HjCXFwAmB30OW9GP8RtYW+T29jI9IwM6vrhTJKHfZ271lorpbo8wYNSajYdh24IDg4mJyeny9suKCjo8mt6gqPmAsfNJrm6RnL9rxc9PflHayvPFZ3BOO8cHol4iYpWL17acypXVlXxulK4KGW3fPtjy5/XoZZ7iVIqSGu9xzjsUmqMFwGhnZ4XYoz9D631EmAJwNixY3V0dPQhBTnU19mao+YCx80mubpGcv1pu8CqujqOS03l0i3z8XOq48Wop6ho8+bDfcexwGpleWwsTibHukjQVj+vQ/1TfgbMMpZnAZ92Gr/EuGpmPFDd6fCNEELYVIKnJ1/Gx2NRzpydvYB1NbE8O2IRbqYmPi0v56qtW/vNTJIH3HNXSr0DTAL8lVK7gXuBR4D3lVJXADuBc42nfwWcDOQDDcBlNsgshBB/6RgfHz6MjeW0rCxOyXyYIOdyGttdAXht714GODnx+PDhKAc7RNPdDljuWusL/uKhKft5rgauO9xQQghxOKYPHMiyUaO4KCeH6jZPQPOv0Hf5snw8T+7uuMrmnvBwe8e0Kcc6+CSEEN3kgsBAnouMBGCgpYa5IR+yMuFfDHMt5t4dO3i6sPAA36F3k3IXQvRZ1w4Zwv3h4ZS3+jAtfSEuplZWJdxMsPM+5hUU8MqevntKUMpdCNGn3TV0KLPc3dncMIyTMh5loKWGlQn/wt9SxVW5ubxfWnrgb9ILSbkLIfo0pRS3enpyZVAQv9WO4pTMhwh1KeVo7yzagYtycvisrMzeMbud3KxDCNHnKaV4MSqK2rY23tuXwLAN71De6gNAm27n7OxsPoqN5RR/fzsn7T6y5y6E6BfMSrEsOpqTBwz4o9hnDPyFb+JvxaIaOCs7my/Ly+2csvtIuQsh+g1nk4nlsbFM8vUFwNPcyBS/FL6Mvx0n1cCZWVl81UcKXspdCNGvuJnNfD56NBN9fHivdDIX59zBRJ9M425ODZzRRwpeyl0I0e94OjnxVVwcE3x8eLd0Cv/IuZ1jfTP4PO5OlGpmZlYWH/Tyq2jkhKoQol/6veCnZ2TwTulUFJojvbfQ3G4BNOdv3kyN1coVQb3zlhSy5y6E6Le8nJxYER/PMd7evF06jbn5NwCKEW67GWCp4srcXJ7opZ9klXIXQvRrvxf8sT4dV9CYlZUv4u7gp6Q5hLiUcktBAXdu29brZpOUchdC9Htexu36ZgwYgFWbuTL3FoKcK1ibNIdIt0Ie2rWLi3NyaO5Fd3SSchdCCDquovl49GguCAhgbXU8k9Kews3UzLrk6znaO5O3S0uZlp5OeWurvaMeFCl3IYQwWEwm3oiO5urgYNLqIjk69TkqWr25a+ibAPxUXc1RKSnkNzTYOemBydUyQgjRiVkpXoiMZJDFwgM74aiU52g39oPdTE3kNWrGpaTwTkwMJwwYYOe0f0323IUQ4k+UUtw/bBivjhxJjdWXqjYvnFUL38TfytKRj1Hf3sBJGRk8vHOnw55olXIXQoi/cGlQEN/Ex+NjNtOiLayuSuLyoK/5KXEOIS4l3LF9O2dnZ1Pb1mbvqP9Dyl0IIf7GZD8/1iUnE+7qxoIdlzEz6wFGuheyacw/meSbykdlZYzZtImU2lp7R/0vUu5CCHEAMR4e/JqczBRfXz4tm8ARmxazr9WXxVFPYVZW8hobGZ+SwhOFhbQ7yGEaOaEqhBAHwd/Zma/j47lz+3YeK4RxKS8Q6FyJVZtxNTXj61THLQWabysqeH3UKAa7uNg1r+y5CyHEQXIymXh0+HDej4lBa08KGocA8HDES2SMvYIZA3/h28pKEn/7je8qKuyaVcpdCCG66JyAAH4bM4ZET08A/lN8KkUt/nwRdwdPDn+eirYGTsjI4K5t27Da6TCNlLsQQhyCUR4erE9OZl5ICFsahjJu0wss2n0G80KXsy75esJdi3lw1y5m5eTYpeCl3IUQ4hC5mEw8OWIEK+Li8HHy4Mb8OczMeoAASxVOygrAW6WlXJWb2+MnWuWEqhBCHKaTBg4kfexYLs7J4dOyCXxVPo5WbQEgyLmMV/eCu8nEc1FRPZZJ9tyFEKIbBLm48G1CAgvCw/8o9rkhH5B9xGUkeubxfHExn5aV9VgeKXchhOgmZqW4NzycJ4cPB+CjfROps7rxbswDOKsWbszLo8Fq7ZEsUu5CCNHN5oWG8vCwYexqHszsrTcz0r2Qm0I/YGdzMw/u3NkjGaTchRDCBm4LC+MEPz++rhjHR/smcvfQNwhz2cvCwkK2NTbafPtS7kIIYQNKKZ6LjMRZKebmX8fu5kGM8dpKq9b8p7jY5tuXchdCCBuJdHfnX6GhFDYHMnLjMj4uOxaA1/bupdXGt+yTchdCCBu6MSQEi1KAwqysDHXdS2lrK5+Xl9t0u1LuQghhQ4OcnTnD3x+AD2Pv4cu4+YBm6Z49Nt2ulLsQQtjYlUFBAHxRfhSxHjtJ8CxgVWUlTTb81KqUuxBC2NgUPz8CLRa+LB8PwDS/32jWmpSWFpttU8pdCCFszKQUU/z82NPiT3b9UKb6bQLgFyl3IYTo3ab5+QGwsnIsx/pk4GJqYb0Ny10mDhNCiB4wxSj3F4pO57Oyo2nXity2Nprb23Exdf9+tuy5CyFEDwh1dSXI2Zm8xlC+r0qmVVtoA7Lr622yPSl3IYToIcnGnZsm+27i1IE/A5BSW2uTbUm5CyFED0n28gLgtrB3WRD+OgBpdXU22ZaUuxBC9JAEY889oz6CGI8dmJWVTBsdlpETqkII0UPiPTwAyKiLwNXUygi3IjLqXdBao5Tq1m3JnrsQQvSQCDc33EwmMusjAIj3KKCqrY2i5uZu35aUuxBC9BCzUsR6eJDTMJQ2bWK0x3YAmxyakcMyQgjRg+I8PPittpaRG5axs3kwABn19UwfOLBbtyPlLoQQPSjOOO6+rWnIH2NZNthzl8MyQgjRg0Yb5T7GK5fnIp/GzdRkkw8ySbkLIUQPijHKPcK1mOuGfMoItyLyGxvR3Tz9r5S7EEL0oGBnZ1xNJrY3dczxPsx1D7VWK5Vtbd26HZuUu1LqJKVUrlIqXyk13xbbEEKI3kgpRaDFQmmLLwADLTUAjl/uSikz8DwwHYgBLlBKxXT3doQQorfqfABGGWu94bDMkUC+1nqb1roFeBc43QbbEUKIXseqNbubmwlyqaCl3YmilkEABDo7d+t2bHEp5BCgsNP6bmDcn5+klJoNzAYIDg4mJyenyxsqKCg4xIi25ai5wHGzSa6ukVxd40i5ytvbaQc21MTg8uO3KDTeSrE7L69bt2O369y11kuAJQBjx47V0dHRh/R9DvV1tuaoucBxs0murpFcXeMoubLr62HfPmNNoVEEurp2ez5blHsRENppPcQYE0KIfm+IszPLY2PZ19JCTnEx+Pri59T9VWyLcv8ViFRKDaOj1M8HLrTBdoQQotfxtVg4a1DHcfacmhqiIyNtsp1uL3etdZtS6nrgG8AMvKK1zu7u7QghhPhrNjnmrrX+CvjKFt9bCCHEgcknVIUQog+SchdCiD5Iyl0IIfogKXchhOiDpNyFEKIPknIXQog+SMpdCCH6ICl3IYTog6TchRCiD1LdPUH8IYVQah+w8xBe6g+UdXOc7uCoucBxs0murpFcXdNXcw3VWg/a3wMOUe6HSin1m9Z6rL1z/Jmj5gLHzSa5ukZydU1/zCWHZYQQog+SchdCiD6ot5f7EnsH+AuOmgscN5vk6hrJ1TX9LlevPuYuhBBi/3r7nrsQQoj96DXlrpRKVEqtV0qlKaV+U0odaYwrpdQipVS+UipDKZXc6TWzlFJ5xtcsG+V6z8iUppTaoZRK6/TY7UauXKXUiZ3GTzLG8pVS822Ry9jODUqpLUqpbKXUY46QSym1QClV1OlndrIj5Oq0rZuVUlop5W+s2/X9ZWznAWPbaUqpb5VSwY6QTSm10Hh/ZSilPlZK+XZ6zJ7vsXOM93y7Umrsnx6z+3usx7apte4VX8C3wHRj+WRgTaflFYACxgMbjPEBwDbjv37Gsp+NMz4B3GMsxwDpgAswDCig47aDZmM5AnA2nhNjgyzHA98BLsZ6gIPkWgDcsp9xu+YyMoTScXvInYC/o7y/AO9Oy3OAFx0hG3AC4GQsPwo86gh/l0A0MBJYA4x1pPdYpyw232av2XMHNOBtLPsAxcby6cAy3WE94KuUCgJOBFZqrSu01pXASuAkW4VTSingXOCdTrne1Vo3a623A/nAkcZXvtZ6m9a6BXjXeG53uwZ4RGvdDKC1LnWQXH/FEXI9BdxKx3utcy67vr+01jWdVj065bNrNq31t1rrNmN1PRDSKZfd/i611jla69z9POQI77Hf2Xybvanc5wILlVKFwOPA7cb4EKCw0/N2G2N/NW4rE4ESrXWeg+SKAiYqpTYopX5QSh3hILkArjd+lX9FKeXnCLmUUqcDRVrr9D895Ag/L5RSDxrv/YuAexwpm+FyOn6LcLRcnTlSLptv0yY3yD5USqnvgMH7eehOYAowT2v9oVLqXGApMNXeubTWnxrLF/D/e+094gA/Lyc6fi0fDxwBvK+UinCAXIuBB+jY+3yAjkNZlztArjvoOMxgFwd6j2mt7wTuVErdDlwP3OsIuYzn3Am0AW/1RKaDzdXfOVS5a63/sqyVUsuAG43VD4CXjeUiOo6V/i7EGCsCJv1pfE135zKyOQFnAmM6Df9VLv5mvNtyKaWuAT7SHQf4Niql2umYx8Kuuf6U8SXgC2PVbrmUUnF0HINN7zi6RgiQojpO2tv8/fV32fbjLeArOsrdEd77lwKnAFOM9xp/k4u/Ge/WXH/B5rm6KUv3sOVJg+78AnKAScbyFGCTsTyD/z6ptNEYHwBsp+OEkp+xPMBG2U4CfvjTWCz/ffJmGx0nUZyM5WH8/4mUWBtkuhq431iOouNXQOUAuYI6Lc+j4xio3X9ef8q4g/8/oeoI76/ITss3AMsdIZvxvt8MDHKk936nHGv47xOqDpHLyGLzbdosvA1+GBOATcYPYQMwxhhXwPN0nHnO/NNf5uV0nDTJBy6zYbbXgKv3M36nkSsX40ofY/xkYKvx2J02yuQMvAlkASnAZAfJ9Ybx95QBfMZ/l73dcv0p4w7+v9wd4f31ofH3mAF8DgxxhGzG9y4E0oyvFx3h7xI4g45j2M1ACfCNI+TaT06bblM+oSqEEH1Qb7paRgghxEGSchdCiD5Iyl0IIfogKXchhOiDpNyFEKIPknIXQog+SMpdCCH6ICl3IYTog/4P2hMgKV2tcfwAAAAASUVORK5CYII=\n",
      "text/plain": [
       "<Figure size 432x432 with 1 Axes>"
      ]
     },
     "metadata": {
      "needs_background": "light"
     },
     "output_type": "display_data"
    }
   ],
   "source": [
    "fig, ax = plt.subplots(figsize=(6,6))\n",
    "\n",
    "ax.plot(*x.location.position[:, :2].T, c='c', lw=5, label=\"welly\")\n",
    "ax.plot(dev['East[m]'], dev['North[m]'], c='yellow', ls='--', label=\"file\")\n",
    "#ax.set_xlim(-20, 800); ax.set_ylim(-820, 20)\n",
    "ax.grid(color='black', alpha=0.2)"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "## Fit a spline to the position log"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "To make things a bit more realistic, we can shift to the correct spatial datum, i.e. the (x, y, z) of the top hole, where _z_ is the KB elevation. \n",
    "\n",
    "We can also adjust the _z_ value to elevation (i.e. negative downwards)."
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 21,
   "metadata": {},
   "outputs": [
    {
     "data": {
      "text/plain": [
       "array([[ 111000.24, 2222000.71,     100.04],\n",
       "       [ 111000.21, 2222000.68,      97.76],\n",
       "       [ 111000.18, 2222000.65,      95.49],\n",
       "       ...,\n",
       "       [ 110205.04, 2222497.75,   -1909.58],\n",
       "       [ 110203.91, 2222498.41,   -1911.43],\n",
       "       [ 110202.79, 2222499.07,   -1913.28]])"
      ]
     },
     "execution_count": 21,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "np.set_printoptions(suppress=True, precision=2)\n",
    "\n",
    "x.location.trajectory(datum=[111000, 2222000, 100], elev=True)"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "We can make a 3D plot with this trajectory:"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 22,
   "metadata": {},
   "outputs": [
    {
     "data": {
      "image/png": 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\n",
      "text/plain": [
       "<Figure size 864x504 with 1 Axes>"
      ]
     },
     "metadata": {
      "needs_background": "light"
     },
     "output_type": "display_data"
    }
   ],
   "source": [
    "from mpl_toolkits.mplot3d import Axes3D\n",
    "\n",
    "fig, ax = plt.subplots(figsize=(12, 7), subplot_kw={'projection': '3d'})\n",
    "ax.plot(*x.location.trajectory().T, lw=3, alpha=0.75)\n",
    "plt.show()"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "## Compare doglegs\n",
    "\n",
    "The `deviation.csv` file also contains a measure of dogleg severity, which `welly` also generates (since v0.4.2).\n",
    "\n",
    "**Note that in the current version dogleg severity is in radians, whereas the usual units are degrees per 100 ft or degrees per 30 m. The next release of welly, v0.5, will start using degrees per 30 m by default.**"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 23,
   "metadata": {},
   "outputs": [
    {
     "data": {
      "text/plain": [
       "Text(80, 3.5, 'welly')"
      ]
     },
     "execution_count": 23,
     "metadata": {},
     "output_type": "execute_result"
    },
    {
     "data": {
      "image/png": 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\n",
      "text/plain": [
       "<Figure size 1080x288 with 2 Axes>"
      ]
     },
     "metadata": {
      "needs_background": "light"
     },
     "output_type": "display_data"
    }
   ],
   "source": [
    "fig, ax = plt.subplots(figsize=(15,4))\n",
    "\n",
    "ax.plot(x.location.dogleg, lw=5, label=\"welly\")\n",
    "ax = plt.twinx(ax=ax)\n",
    "ax.plot(dev['Dogleg [deg/30m]'], c='limegreen', ls='--', label=\"file\")\n",
    "ax.text(80, 4, 'file', color='limegreen', ha='right', va='top', size=16)\n",
    "ax.text(80, 3.5, 'welly', color='C0', ha='right', va='top', size=16)"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "Apart from the scaling, they agree. "
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "## Implementation details\n",
    "\n",
    "The position log is computed from the deviation survey with the minimum curvature algorithm, which is fairly standard in the industry. To use a different method, pass `method='aa'` (average angle) or `method='bt'` (balanced tangent) directly to `Location.compute_position_log()` yourself. \n",
    "\n",
    "Once we have the position log, we still need a way to look up arbitrary depths. To do this, we use a cubic spline fitted to the position log. This should be OK for most 'natural' well paths, but it might break horribly. If you get weird results, you can pass `method='linear'` to the conversion functions — less accurate but more stable."
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "----\n",
    "\n",
    "## Azimuth datum\n",
    "\n",
    "You can adjust the angle of the azimuth datum with the `azimuth_datum` keyword argument. The default is zero, which means the azimuths in your survey are in degrees relative to grid north (of your UTM grid, say).\n",
    "\n",
    "Let's make some fake data like\n",
    "\n",
    "    MD, INCL, AZI"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 24,
   "metadata": {},
   "outputs": [],
   "source": [
    "dev = [[100,  0, 0],\n",
    "       [200, 10, 45],\n",
    "       [300, 20, 45],\n",
    "       [400, 20, 45],\n",
    "       [500, 20, 60],\n",
    "       [600, 20, 75],\n",
    "       [700, 90, 90],\n",
    "       [800, 90, 90],\n",
    "       [900, 90, 90],\n",
    "      ]"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 25,
   "metadata": {},
   "outputs": [],
   "source": [
    "z = welly.Well()\n",
    "z.location = welly.Location(params={'kb': 10})\n",
    "z.location.add_deviation(dev, td=1000, azimuth_datum=20)"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 26,
   "metadata": {},
   "outputs": [
    {
     "data": {
      "image/png": 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\n",
      "text/plain": [
       "<Figure size 720x184.401 with 1 Axes>"
      ]
     },
     "metadata": {
      "needs_background": "light"
     },
     "output_type": "display_data"
    }
   ],
   "source": [
    "z.location.plot_plan()"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 27,
   "metadata": {},
   "outputs": [
    {
     "data": {
      "image/png": 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\n",
      "text/plain": [
       "<Figure size 1080x504 with 1 Axes>"
      ]
     },
     "metadata": {
      "needs_background": "light"
     },
     "output_type": "display_data"
    }
   ],
   "source": [
    "z.location.plot_3d()"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "## Trajectory\n",
    "\n",
    "Get regularly sampled well trajectory with a specified number of points. Assumes there is a position log already, e.g. resulting from calling `add_deviation()` on a deviation survey. Computed from the position log by `scipy.interpolate.splprep()`."
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 28,
   "metadata": {},
   "outputs": [
    {
     "data": {
      "text/plain": [
       "array([[   0.18,    0.13,   -0.01],\n",
       "       [  -1.61,   -0.95,  -52.17],\n",
       "       [  -0.56,   -0.44, -104.55],\n",
       "       [   3.45,    1.61, -156.81],\n",
       "       [  10.56,    5.12, -208.6 ],\n",
       "       [  20.89,   10.05, -259.58],\n",
       "       [  34.56,   16.33, -309.41],\n",
       "       [  51.09,   23.59, -358.18],\n",
       "       [  68.78,   30.9 , -406.75],\n",
       "       [  85.85,   37.26, -456.1 ],\n",
       "       [ 100.68,   41.65, -507.05],\n",
       "       [ 117.49,   42.19, -556.98],\n",
       "       [ 146.69,   36.19, -599.23],\n",
       "       [ 189.32,   23.6 , -627.25],\n",
       "       [ 237.71,    6.88, -636.11],\n",
       "       [ 287.61,  -11.61, -633.22],\n",
       "       [ 337.03,  -29.83, -631.04],\n",
       "       [ 385.83,  -47.51, -631.66],\n",
       "       [ 434.64,  -65.16, -632.77],\n",
       "       [ 484.09,  -83.24, -632.07]])"
      ]
     },
     "execution_count": 28,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "z.location.trajectory(points=20)"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "## TODO\n",
    "\n",
    "- Add `plot_projection()` for a vertical projection.\n",
    "- Export a `shapely` linestring.\n",
    "- Export SHP.\n",
    "- Export 3D `postgis` object.\n",
    "\n",
    "----\n",
    "\n",
    "&copy; Agile Scientific 2019–2022, licensed CC-BY / Apache 2.0"
   ]
  }
 ],
 "metadata": {
  "kernelspec": {
   "display_name": "welly",
   "language": "python",
   "name": "welly"
  },
  "language_info": {
   "codemirror_mode": {
    "name": "ipython",
    "version": 3
   },
   "file_extension": ".py",
   "mimetype": "text/x-python",
   "name": "python",
   "nbconvert_exporter": "python",
   "pygments_lexer": "ipython3",
   "version": "3.9.7"
  }
 },
 "nbformat": 4,
 "nbformat_minor": 1
}
